diff --git a/build_mosaic.sh b/build_mosaic.sh
index 35f0751..ef9ff2a 100755
--- a/build_mosaic.sh
+++ b/build_mosaic.sh
@@ -1,6 +1,7 @@
 #!/bin/bash
 
 weeks_ago="0"
+data_dir="chemba"
 
 # Parse command line arguments
 for arg in "$@"; do
@@ -8,18 +9,24 @@ for arg in "$@"; do
         --weeks_ago=*)
             weeks_ago="${arg#*=}"
             ;;
+        --data_dir=*)
+            data_dir="${arg#*=}"
+            ;;
         *)
             echo "Unknown option: $arg"
             exit 1
             ;;
     esac
+    shift
 done
 
 # Check if required arguments are set
-if [ -z "$weeks_ago" ]; then
-    echo "Missing arguments. Use: build_mosiac.sh --weeks_ago=3"
+if [ -z "$weeks_ago" ] || [ -z "$data_dir" ]; then
+    echo "Missing arguments. Use: build_mosiac.sh --weeks_ago=3 --data_dir=chemba"
     exit 1
 fi
 
+echo 2_CI_data_prep.R $weeks_ago $data_dir
+
 cd ../r_app
-Rscript 2_CI_data_prep.R $weeks_ago
\ No newline at end of file
+Rscript 2_CI_data_prep.R $weeks_ago $data_dir
\ No newline at end of file
diff --git a/laravel_app/public/build/assets/app-2148f347.css b/laravel_app/public/build/assets/app-2148f347.css
deleted file mode 100644
index c935c5c..0000000
--- a/laravel_app/public/build/assets/app-2148f347.css
+++ /dev/null
@@ -1 +0,0 @@
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diff --git a/laravel_app/public/build/assets/app-67d2d127.css b/laravel_app/public/build/assets/app-67d2d127.css
new file mode 100644
index 0000000..068f831
--- /dev/null
+++ b/laravel_app/public/build/assets/app-67d2d127.css
@@ -0,0 +1 @@
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var(--tw-text-opacity))}.dark\:text-white{--tw-text-opacity: 1;color:rgb(255 255 255 / var(--tw-text-opacity))}.dark\:shadow-none{--tw-shadow: 0 0 #0000;--tw-shadow-colored: 0 0 #0000;box-shadow:var(--tw-ring-offset-shadow, 0 0 #0000),var(--tw-ring-shadow, 0 0 #0000),var(--tw-shadow)}.dark\:ring-1{--tw-ring-offset-shadow: var(--tw-ring-inset) 0 0 0 var(--tw-ring-offset-width) var(--tw-ring-offset-color);--tw-ring-shadow: var(--tw-ring-inset) 0 0 0 calc(1px + var(--tw-ring-offset-width)) var(--tw-ring-color);box-shadow:var(--tw-ring-offset-shadow),var(--tw-ring-shadow),var(--tw-shadow, 0 0 #0000)}.dark\:ring-inset{--tw-ring-inset: inset}.dark\:ring-white\/5{--tw-ring-color: rgb(255 255 255 / .05)}.dark\:hover\:border-gray-600:hover{--tw-border-opacity: 1;border-color:rgb(75 85 99 / var(--tw-border-opacity))}.dark\:hover\:border-gray-700:hover{--tw-border-opacity: 1;border-color:rgb(55 65 81 / var(--tw-border-opacity))}.dark\:hover\:bg-gray-700:hover{--tw-bg-opacity: 1;background-color:rgb(55 65 81 / var(--tw-bg-opacity))}.dark\:hover\:bg-gray-800:hover{--tw-bg-opacity: 1;background-color:rgb(31 41 55 / var(--tw-bg-opacity))}.dark\:hover\:bg-gray-900:hover{--tw-bg-opacity: 1;background-color:rgb(17 24 39 / var(--tw-bg-opacity))}.dark\:hover\:bg-white:hover{--tw-bg-opacity: 1;background-color:rgb(255 255 255 / var(--tw-bg-opacity))}.dark\:hover\:text-gray-100:hover{--tw-text-opacity: 1;color:rgb(243 244 246 / var(--tw-text-opacity))}.dark\:hover\:text-gray-200:hover{--tw-text-opacity: 1;color:rgb(229 231 235 / var(--tw-text-opacity))}.dark\:hover\:text-gray-300:hover{--tw-text-opacity: 1;color:rgb(209 213 219 / var(--tw-text-opacity))}.dark\:hover\:text-gray-400:hover{--tw-text-opacity: 1;color:rgb(156 163 175 / var(--tw-text-opacity))}.dark\:hover\:text-white:hover{--tw-text-opacity: 1;color:rgb(255 255 255 / var(--tw-text-opacity))}.dark\:focus\:border-blue-700:focus{--tw-border-opacity: 1;border-color:rgb(29 78 216 / var(--tw-border-opacity))}.dark\:focus\:border-blue-800:focus{--tw-border-opacity: 1;border-color:rgb(30 64 175 / var(--tw-border-opacity))}.dark\:focus\:border-gray-600:focus{--tw-border-opacity: 1;border-color:rgb(75 85 99 / var(--tw-border-opacity))}.dark\:focus\:border-gray-700:focus{--tw-border-opacity: 1;border-color:rgb(55 65 81 / var(--tw-border-opacity))}.dark\:focus\:border-indigo-300:focus{--tw-border-opacity: 1;border-color:rgb(165 180 252 / var(--tw-border-opacity))}.dark\:focus\:border-indigo-600:focus{--tw-border-opacity: 1;border-color:rgb(79 70 229 / var(--tw-border-opacity))}.dark\:focus\:bg-gray-700:focus{--tw-bg-opacity: 1;background-color:rgb(55 65 81 / var(--tw-bg-opacity))}.dark\:focus\:bg-gray-800:focus{--tw-bg-opacity: 1;background-color:rgb(31 41 55 / var(--tw-bg-opacity))}.dark\:focus\:bg-gray-900:focus{--tw-bg-opacity: 1;background-color:rgb(17 24 39 / var(--tw-bg-opacity))}.dark\:focus\:bg-indigo-900:focus{--tw-bg-opacity: 1;background-color:rgb(49 46 129 / var(--tw-bg-opacity))}.dark\:focus\:bg-white:focus{--tw-bg-opacity: 1;background-color:rgb(255 255 255 / var(--tw-bg-opacity))}.dark\:focus\:text-gray-200:focus{--tw-text-opacity: 1;color:rgb(229 231 235 / var(--tw-text-opacity))}.dark\:focus\:text-gray-300:focus{--tw-text-opacity: 1;color:rgb(209 213 219 / var(--tw-text-opacity))}.dark\:focus\:text-gray-400:focus{--tw-text-opacity: 1;color:rgb(156 163 175 / var(--tw-text-opacity))}.dark\:focus\:text-indigo-200:focus{--tw-text-opacity: 1;color:rgb(199 210 254 / var(--tw-text-opacity))}.dark\:focus\:ring-indigo-600:focus{--tw-ring-opacity: 1;--tw-ring-color: rgb(79 70 229 / var(--tw-ring-opacity))}.dark\:focus\:ring-offset-gray-800:focus{--tw-ring-offset-color: #1f2937}.dark\:active\:bg-gray-300:active{--tw-bg-opacity: 1;background-color:rgb(209 213 219 / var(--tw-bg-opacity))}.dark\:active\:bg-gray-700:active{--tw-bg-opacity: 1;background-color:rgb(55 65 81 / var(--tw-bg-opacity))}.dark\:active\:text-gray-300:active{--tw-text-opacity: 1;color:rgb(209 213 219 / var(--tw-text-opacity))}.group:hover .dark\:group-hover\:stroke-gray-400{stroke:#9ca3af}}@media (min-width: 640px){.sm\:fixed{position:fixed}.sm\:right-0{right:0}.sm\:top-0{top:0}.sm\:col-span-4{grid-column:span 4 / span 4}.sm\:-mx-6{margin-left:-1.5rem;margin-right:-1.5rem}.sm\:-my-px{margin-top:-1px;margin-bottom:-1px}.sm\:mx-0{margin-left:0;margin-right:0}.sm\:mx-auto{margin-left:auto;margin-right:auto}.sm\:-me-2{margin-inline-end:-.5rem}.sm\:-mr-2{margin-right:-.5rem}.sm\:ml-0{margin-left:0}.sm\:ml-10{margin-left:2.5rem}.sm\:ml-16{margin-left:4rem}.sm\:ml-3{margin-left:.75rem}.sm\:ml-4{margin-left:1rem}.sm\:ml-6{margin-left:1.5rem}.sm\:ms-10{margin-inline-start:2.5rem}.sm\:ms-3{margin-inline-start:.75rem}.sm\:ms-4{margin-inline-start:1rem}.sm\:ms-6{margin-inline-start:1.5rem}.sm\:mt-0{margin-top:0}.sm\:block{display:block}.sm\:flex{display:flex}.sm\:hidden{display:none}.sm\:h-10{height:2.5rem}.sm\:w-10{width:2.5rem}.sm\:w-full{width:100%}.sm\:max-w-2xl{max-width:42rem}.sm\:max-w-4xl{max-width:56rem}.sm\:max-w-6xl{max-width:72rem}.sm\:max-w-lg{max-width:32rem}.sm\:max-w-md{max-width:28rem}.sm\:max-w-sm{max-width:24rem}.sm\:max-w-xl{max-width:36rem}.sm\:flex-1{flex:1 1 0%}.sm\:flex-auto{flex:1 1 auto}.sm\:flex-none{flex:none}.sm\:translate-x-0{--tw-translate-x: 0px;transform:translate(var(--tw-translate-x),var(--tw-translate-y)) rotate(var(--tw-rotate)) skew(var(--tw-skew-x)) skewY(var(--tw-skew-y)) scaleX(var(--tw-scale-x)) scaleY(var(--tw-scale-y))}.sm\:translate-x-2{--tw-translate-x: .5rem;transform:translate(var(--tw-translate-x),var(--tw-translate-y)) rotate(var(--tw-rotate)) skew(var(--tw-skew-x)) skewY(var(--tw-skew-y)) scaleX(var(--tw-scale-x)) scaleY(var(--tw-scale-y))}.sm\:translate-y-0{--tw-translate-y: 0px;transform:translate(var(--tw-translate-x),var(--tw-translate-y)) rotate(var(--tw-rotate)) skew(var(--tw-skew-x)) skewY(var(--tw-skew-y)) scaleX(var(--tw-scale-x)) scaleY(var(--tw-scale-y))}.sm\:scale-100{--tw-scale-x: 1;--tw-scale-y: 1;transform:translate(var(--tw-translate-x),var(--tw-translate-y)) rotate(var(--tw-rotate)) skew(var(--tw-skew-x)) skewY(var(--tw-skew-y)) scaleX(var(--tw-scale-x)) scaleY(var(--tw-scale-y))}.sm\:scale-95{--tw-scale-x: .95;--tw-scale-y: .95;transform:translate(var(--tw-translate-x),var(--tw-translate-y)) rotate(var(--tw-rotate)) skew(var(--tw-skew-x)) skewY(var(--tw-skew-y)) scaleX(var(--tw-scale-x)) scaleY(var(--tw-scale-y))}.sm\:flex-col{flex-direction:column}.sm\:items-start{align-items:flex-start}.sm\:items-center{align-items:center}.sm\:justify-start{justify-content:flex-start}.sm\:justify-center{justify-content:center}.sm\:justify-between{justify-content:space-between}.sm\:rounded-lg{border-radius:.5rem}.sm\:rounded-md{border-radius:.375rem}.sm\:rounded-bl-md{border-bottom-left-radius:.375rem}.sm\:rounded-br-md{border-bottom-right-radius:.375rem}.sm\:rounded-tl-md{border-top-left-radius:.375rem}.sm\:rounded-tr-md{border-top-right-radius:.375rem}.sm\:p-6{padding:1.5rem}.sm\:px-0{padding-left:0;padding-right:0}.sm\:px-6{padding-left:1.5rem;padding-right:1.5rem}.sm\:pb-4{padding-bottom:1rem}.sm\:pl-6{padding-left:1.5rem}.sm\:pr-0{padding-right:0}.sm\:pr-6{padding-right:1.5rem}.sm\:pt-0{padding-top:0}.sm\:text-left{text-align:left}.sm\:text-right{text-align:right}.sm\:text-start{text-align:start}.sm\:text-sm{font-size:.875rem;line-height:1.25rem}.sm\:leading-6{line-height:1.5rem}}@media (min-width: 768px){.md\:col-span-1{grid-column:span 1 / span 1}.md\:col-span-2{grid-column:span 2 / span 2}.md\:mt-0{margin-top:0}.md\:grid{display:grid}.md\:grid-cols-1{grid-template-columns:repeat(1,minmax(0,1fr))}.md\:grid-cols-2{grid-template-columns:repeat(2,minmax(0,1fr))}.md\:grid-cols-3{grid-template-columns:repeat(3,minmax(0,1fr))}.md\:gap-6{gap:1.5rem}}@media (min-width: 1024px){.lg\:col-span-4{grid-column:span 4 / span 4}.lg\:-mx-8{margin-left:-2rem;margin-right:-2rem}.lg\:gap-8{gap:2rem}.lg\:p-8{padding:2rem}.lg\:px-8{padding-left:2rem;padding-right:2rem}.lg\:pl-8{padding-left:2rem}.lg\:pr-8{padding-right:2rem}}
diff --git a/laravel_app/public/build/manifest.json b/laravel_app/public/build/manifest.json
index f0f670d..5e9e01b 100644
--- a/laravel_app/public/build/manifest.json
+++ b/laravel_app/public/build/manifest.json
@@ -1,6 +1,6 @@
 {
   "resources/css/app.css": {
-    "file": "assets/app-2148f347.css",
+    "file": "assets/app-67d2d127.css",
     "isEntry": true,
     "src": "resources/css/app.css"
   },
diff --git a/python_app/Chemba_download.ipynb b/python_app/Chemba_download.ipynb
index f99cf40..15d4484 100644
--- a/python_app/Chemba_download.ipynb
+++ b/python_app/Chemba_download.ipynb
@@ -2,7 +2,7 @@
  "cells": [
   {
    "cell_type": "code",
-   "execution_count": 1,
+   "execution_count": 20,
    "id": "b7ca7102-5fd9-481f-90cd-3ba60e288649",
    "metadata": {},
    "outputs": [],
@@ -11,6 +11,7 @@
     "# pip install gdal\n",
     "\n",
     "import os\n",
+    "import json\n",
     "import datetime\n",
     "import numpy as np\n",
     "import matplotlib.pyplot as plt\n",
@@ -27,7 +28,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 2,
+   "execution_count": 21,
    "id": "330c967c-2742-4a7a-9a61-28bfdaf8eeca",
    "metadata": {},
    "outputs": [],
@@ -37,7 +38,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 3,
+   "execution_count": 22,
    "id": "49f8496a-a267-4b74-9500-a168e031ed68",
    "metadata": {},
    "outputs": [],
@@ -48,7 +49,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 4,
+   "execution_count": 23,
    "id": "5491a840-779c-4f0c-8164-c3de738b3298",
    "metadata": {},
    "outputs": [],
@@ -59,7 +60,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 5,
+   "execution_count": 24,
    "id": "eb1fb662-0e25-4ca9-8317-c6953290842b",
    "metadata": {},
    "outputs": [],
@@ -73,22 +74,10 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 13,
+   "execution_count": 25,
    "id": "244b5752-4f02-4347-9278-f6a0a46b88f4",
    "metadata": {},
-   "outputs": [
-    {
-     "ename": "NameError",
-     "evalue": "name 'Path' is not defined",
-     "output_type": "error",
-     "traceback": [
-      "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
-      "\u001b[0;31mNameError\u001b[0m                                 Traceback (most recent call last)",
-      "Cell \u001b[0;32mIn[13], line 101\u001b[0m\n\u001b[1;32m     41\u001b[0m evalscript_true_color \u001b[38;5;241m=\u001b[39m \u001b[38;5;124m\"\"\"\u001b[39m\n\u001b[1;32m     42\u001b[0m \u001b[38;5;124m    //VERSION=3\u001b[39m\n\u001b[1;32m     43\u001b[0m \n\u001b[0;32m   (...)\u001b[0m\n\u001b[1;32m     79\u001b[0m \u001b[38;5;124m       }\u001b[39m\n\u001b[1;32m     80\u001b[0m \u001b[38;5;124m\"\"\"\u001b[39m\n\u001b[1;32m     82\u001b[0m \u001b[38;5;66;03m#def get_true_color_request(time_interval):\u001b[39;00m\n\u001b[1;32m     83\u001b[0m \u001b[38;5;66;03m#    return SentinelHubRequest(\u001b[39;00m\n\u001b[1;32m     84\u001b[0m \u001b[38;5;66;03m#        evalscript=evalscript_true_color,\u001b[39;00m\n\u001b[0;32m   (...)\u001b[0m\n\u001b[1;32m     98\u001b[0m \u001b[38;5;66;03m#\u001b[39;00m\n\u001b[1;32m     99\u001b[0m \u001b[38;5;66;03m#    )\u001b[39;00m\n\u001b[0;32m--> 101\u001b[0m BASE_PATH_SINGLE \u001b[38;5;241m=\u001b[39m Path(\u001b[38;5;124m'\u001b[39m\u001b[38;5;124m../laravel_app/storage/app/chemba/\u001b[39m\u001b[38;5;124m'\u001b[39m)\n\u001b[1;32m    102\u001b[0m BASE_PATH_SINGLE_IMAGES \u001b[38;5;241m=\u001b[39m Path(\u001b[38;5;124m'\u001b[39m\u001b[38;5;124m../laravel_app/storage/app/chemba/single_images\u001b[39m\u001b[38;5;124m'\u001b[39m)\n\u001b[1;32m    103\u001b[0m \u001b[38;5;28;01mdef\u001b[39;00m \u001b[38;5;21mget_true_color_request_day_east\u001b[39m(time_interval):\n\u001b[1;32m    104\u001b[0m     \u001b[38;5;66;03m#base_path = '../laravel_app/storage/app/chemba/single_images/'\u001b[39;00m\n",
-      "\u001b[0;31mNameError\u001b[0m: name 'Path' is not defined"
-     ]
-    }
-   ],
+   "outputs": [],
    "source": [
     "\"\"\"\n",
     "Utilities used by example notebooks\n",
@@ -192,7 +181,12 @@
     "\n",
     "BASE_PATH = Path('../laravel_app/storage/app') / os.getenv('PROJECT_DIR','chemba') \n",
     "BASE_PATH_SINGLE_IMAGES = Path(BASE_PATH / 'single_images')\n",
-    "def get_true_color_request_day_east(time_interval):\n",
+    "\n",
+    "\n",
+    "\n",
+    "\n",
+    "\n",
+    "def get_true_color_request_day_west(time_interval, bbox, size):\n",
     "    return SentinelHubRequest(\n",
     "        evalscript=evalscript_true_color,\n",
     "        input_data=[\n",
@@ -204,27 +198,8 @@
     "        responses=[\n",
     "            SentinelHubRequest.output_response('default', MimeType.TIFF)\n",
     "        ],\n",
-    "        bbox=chemba_bbox_east,\n",
-    "        size=chemba_size_east,\n",
-    "        config=config,\n",
-    "        data_folder=str(BASE_PATH_SINGLE_IMAGES / time_interval),\n",
-    "\n",
-    "    )\n",
-    "\n",
-    "def get_true_color_request_day_west(time_interval):\n",
-    "    return SentinelHubRequest(\n",
-    "        evalscript=evalscript_true_color,\n",
-    "        input_data=[\n",
-    "            SentinelHubRequest.input_data(\n",
-    "                data_collection=DataCollection.planet_data2,\n",
-    "                time_interval=(time_interval, time_interval)\n",
-    "            )\n",
-    "        ],\n",
-    "        responses=[\n",
-    "            SentinelHubRequest.output_response('default', MimeType.TIFF)\n",
-    "        ],\n",
-    "        bbox=chemba_bbox_west,\n",
-    "        size=chemba_size_west,\n",
+    "        bbox=bbox,\n",
+    "        size=size,\n",
     "        config=config,\n",
     "        data_folder=str(BASE_PATH_SINGLE_IMAGES / time_interval),\n",
     "\n",
@@ -252,7 +227,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 7,
+   "execution_count": 26,
    "id": "5abb2cc0-5e2f-46cd-9676-3093d07b0624",
    "metadata": {},
    "outputs": [],
@@ -270,7 +245,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 8,
+   "execution_count": 27,
    "id": "a4937240-27f9-44c3-ad9c-cec6f2ffe4c8",
    "metadata": {},
    "outputs": [],
@@ -298,7 +273,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 9,
+   "execution_count": 28,
    "id": "848dc773-70d6-4ae6-b05c-d6ebfb41624d",
    "metadata": {},
    "outputs": [
@@ -308,34 +283,34 @@
      "text": [
       "Monthly time windows:\n",
       "\n",
-      "2023-11-11\n",
-      "2023-11-12\n",
-      "2023-11-13\n",
-      "2023-11-14\n",
-      "2023-11-15\n",
-      "2023-11-16\n",
-      "2023-11-17\n",
-      "2023-11-18\n",
-      "2023-11-19\n",
-      "2023-11-20\n",
-      "2023-11-21\n",
-      "2023-11-22\n",
-      "2023-11-23\n",
-      "2023-11-24\n",
-      "2023-11-25\n",
-      "2023-11-26\n",
-      "2023-11-27\n",
-      "2023-11-28\n",
-      "2023-11-29\n",
-      "2023-11-30\n",
-      "2023-12-01\n",
-      "2023-12-02\n",
-      "2023-12-03\n",
-      "2023-12-04\n",
-      "2023-12-05\n",
-      "2023-12-06\n",
-      "2023-12-07\n",
-      "2023-12-08\n"
+      "2024-02-03\n",
+      "2024-02-04\n",
+      "2024-02-05\n",
+      "2024-02-06\n",
+      "2024-02-07\n",
+      "2024-02-08\n",
+      "2024-02-09\n",
+      "2024-02-10\n",
+      "2024-02-11\n",
+      "2024-02-12\n",
+      "2024-02-13\n",
+      "2024-02-14\n",
+      "2024-02-15\n",
+      "2024-02-16\n",
+      "2024-02-17\n",
+      "2024-02-18\n",
+      "2024-02-19\n",
+      "2024-02-20\n",
+      "2024-02-21\n",
+      "2024-02-22\n",
+      "2024-02-23\n",
+      "2024-02-24\n",
+      "2024-02-25\n",
+      "2024-02-26\n",
+      "2024-02-27\n",
+      "2024-02-28\n",
+      "2024-02-29\n",
+      "2024-03-01\n"
      ]
     }
    ],
@@ -375,41 +350,24 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 10,
+   "execution_count": null,
    "id": "2335139b-dfb1-4371-ae2c-c2b9c8cbf10c",
    "metadata": {},
    "outputs": [],
    "source": [
-    "chemba_east = [34.8830, -17.3516,  34.9380, -17.2917]\n",
-    "resolution = 3\n",
-    "chemba_bbox_east = BBox(bbox=chemba_east, crs=CRS.WGS84)\n",
-    "chemba_size_east = bbox_to_dimensions(chemba_bbox_east, resolution=resolution)\n",
-    "\n",
-    "chemba_west = [34.9460, -17.3500,  34.9839, -17.3110]\n",
-    "chemba_bbox_west = BBox(bbox=chemba_west, crs=CRS.WGS84)\n",
-    "chemba_size_west = bbox_to_dimensions(chemba_bbox_west, resolution=resolution)"
+    "\n"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 11,
+   "execution_count": 29,
    "id": "77513576-2fed-4d17-a665-d11267b42390",
    "metadata": {},
    "outputs": [],
    "source": [
-    "def download_function(slot):\n",
-    "    ### Chemba east side\n",
-    "    # create a list of requests \n",
-    "    list_of_requests = [get_true_color_request_day_east(slot)]\n",
-    "    list_of_requests = [request.download_list[0] for request in list_of_requests]\n",
-    "\n",
-    "    # download data chemba east with multiple threads\n",
-    "    data = SentinelHubDownloadClient(config=config).download(list_of_requests, max_threads=15)\n",
-    "    print(f' East downloaded ' +slot)\n",
-    "\n",
-    "    ### Chemba west side\n",
+    "def download_function(slot, bbox, size):\n",
     "    # create a list of requests\n",
-    "    list_of_requests = [get_true_color_request_day_west(slot)]\n",
+    "    list_of_requests = [get_true_color_request_day_west(slot, bbox, size)]\n",
     "    list_of_requests = [request.download_list[0] for request in list_of_requests]\n",
     "\n",
     "    # download data chemba west with multiple threads\n",
@@ -437,7 +395,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 12,
+   "execution_count": 30,
    "id": "d5830b6e-da0a-416f-867e-cbca4bd434f5",
    "metadata": {},
    "outputs": [
@@ -445,109 +403,541 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      " East downloaded 2023-11-11\n",
-      " West downloaded 2023-11-11\n",
-      " East downloaded 2023-11-12\n",
-      " West downloaded 2023-11-12\n",
-      " East downloaded 2023-11-13\n",
-      " West downloaded 2023-11-13\n",
-      " East downloaded 2023-11-14\n",
-      " West downloaded 2023-11-14\n",
-      " East downloaded 2023-11-15\n",
-      " West downloaded 2023-11-15\n",
-      " East downloaded 2023-11-16\n",
-      " West downloaded 2023-11-16\n",
-      " East downloaded 2023-11-17\n",
-      " West downloaded 2023-11-17\n",
-      " East downloaded 2023-11-18\n",
-      " West downloaded 2023-11-18\n",
-      " East downloaded 2023-11-19\n",
-      " West downloaded 2023-11-19\n",
-      " East downloaded 2023-11-20\n",
-      " West downloaded 2023-11-20\n",
-      " East downloaded 2023-11-21\n",
-      " West downloaded 2023-11-21\n",
-      " East downloaded 2023-11-22\n",
-      " West downloaded 2023-11-22\n",
-      " East downloaded 2023-11-23\n",
-      " West downloaded 2023-11-23\n",
-      " East downloaded 2023-11-24\n",
-      " West downloaded 2023-11-24\n",
-      " East downloaded 2023-11-25\n",
-      " West downloaded 2023-11-25\n",
-      " East downloaded 2023-11-26\n",
-      " West downloaded 2023-11-26\n",
-      " East downloaded 2023-11-27\n",
-      " West downloaded 2023-11-27\n",
-      " East downloaded 2023-11-28\n",
-      " West downloaded 2023-11-28\n",
-      " East downloaded 2023-11-29\n",
-      " West downloaded 2023-11-29\n",
-      " East downloaded 2023-11-30\n",
-      " West downloaded 2023-11-30\n",
-      " East downloaded 2023-12-01\n",
-      " West downloaded 2023-12-01\n",
-      " East downloaded 2023-12-02\n",
-      " West downloaded 2023-12-02\n",
-      " East downloaded 2023-12-03\n",
-      " West downloaded 2023-12-03\n",
-      " East downloaded 2023-12-04\n",
-      " West downloaded 2023-12-04\n",
-      " East downloaded 2023-12-05\n",
-      " West downloaded 2023-12-05\n"
-     ]
-    },
-    {
-     "ename": "UnauthorizedClientError",
-     "evalue": "(unauthorized_client) Unexpected error when authenticating client",
-     "output_type": "error",
-     "traceback": [
-      "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
-      "\u001b[0;31mUnauthorizedClientError\u001b[0m                   Traceback (most recent call last)",
-      "Cell \u001b[0;32mIn[12], line 2\u001b[0m\n\u001b[1;32m      1\u001b[0m \u001b[38;5;28;01mfor\u001b[39;00m slot \u001b[38;5;129;01min\u001b[39;00m slots:\n\u001b[0;32m----> 2\u001b[0m     download_function(slot)\n",
-      "Cell \u001b[0;32mIn[11], line 8\u001b[0m, in \u001b[0;36mdownload_function\u001b[0;34m(slot)\u001b[0m\n\u001b[1;32m      5\u001b[0m list_of_requests \u001b[38;5;241m=\u001b[39m [request\u001b[38;5;241m.\u001b[39mdownload_list[\u001b[38;5;241m0\u001b[39m] \u001b[38;5;28;01mfor\u001b[39;00m request \u001b[38;5;129;01min\u001b[39;00m list_of_requests]\n\u001b[1;32m      7\u001b[0m \u001b[38;5;66;03m# download data chemba east with multiple threads\u001b[39;00m\n\u001b[0;32m----> 8\u001b[0m data \u001b[38;5;241m=\u001b[39m SentinelHubDownloadClient(config\u001b[38;5;241m=\u001b[39mconfig)\u001b[38;5;241m.\u001b[39mdownload(list_of_requests, max_threads\u001b[38;5;241m=\u001b[39m\u001b[38;5;241m15\u001b[39m)\n\u001b[1;32m      9\u001b[0m \u001b[38;5;28mprint\u001b[39m(\u001b[38;5;124mf\u001b[39m\u001b[38;5;124m'\u001b[39m\u001b[38;5;124m East downloaded \u001b[39m\u001b[38;5;124m'\u001b[39m \u001b[38;5;241m+\u001b[39mslot)\n\u001b[1;32m     11\u001b[0m \u001b[38;5;66;03m### Chemba west side\u001b[39;00m\n\u001b[1;32m     12\u001b[0m \u001b[38;5;66;03m# create a list of requests\u001b[39;00m\n",
-      "File \u001b[0;32m/usr/local/anaconda3/lib/python3.11/site-packages/sentinelhub/download/sentinelhub_client.py:62\u001b[0m, in \u001b[0;36mSentinelHubDownloadClient.download\u001b[0;34m(self, *args, **kwargs)\u001b[0m\n\u001b[1;32m     60\u001b[0m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mlock \u001b[38;5;241m=\u001b[39m Lock()\n\u001b[1;32m     61\u001b[0m \u001b[38;5;28;01mtry\u001b[39;00m:\n\u001b[0;32m---> 62\u001b[0m     \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[38;5;28msuper\u001b[39m()\u001b[38;5;241m.\u001b[39mdownload(\u001b[38;5;241m*\u001b[39margs, \u001b[38;5;241m*\u001b[39m\u001b[38;5;241m*\u001b[39mkwargs)\n\u001b[1;32m     63\u001b[0m \u001b[38;5;28;01mfinally\u001b[39;00m:\n\u001b[1;32m     64\u001b[0m     \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mlock \u001b[38;5;241m=\u001b[39m \u001b[38;5;28;01mNone\u001b[39;00m\n",
-      "File \u001b[0;32m/usr/local/anaconda3/lib/python3.11/site-packages/sentinelhub/download/client.py:101\u001b[0m, in \u001b[0;36mDownloadClient.download\u001b[0;34m(self, download_requests, max_threads, decode_data, show_progress)\u001b[0m\n\u001b[1;32m     99\u001b[0m \u001b[38;5;28;01mfor\u001b[39;00m future \u001b[38;5;129;01min\u001b[39;00m as_completed(download_list):\n\u001b[1;32m    100\u001b[0m     \u001b[38;5;28;01mtry\u001b[39;00m:\n\u001b[0;32m--> 101\u001b[0m         results[future_order[future]] \u001b[38;5;241m=\u001b[39m future\u001b[38;5;241m.\u001b[39mresult()\n\u001b[1;32m    102\u001b[0m     \u001b[38;5;28;01mexcept\u001b[39;00m DownloadFailedException \u001b[38;5;28;01mas\u001b[39;00m download_exception:\n\u001b[1;32m    103\u001b[0m         \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mraise_download_errors:\n",
-      "File \u001b[0;32m/usr/local/anaconda3/lib/python3.11/concurrent/futures/_base.py:449\u001b[0m, in \u001b[0;36mFuture.result\u001b[0;34m(self, timeout)\u001b[0m\n\u001b[1;32m    447\u001b[0m     \u001b[38;5;28;01mraise\u001b[39;00m CancelledError()\n\u001b[1;32m    448\u001b[0m \u001b[38;5;28;01melif\u001b[39;00m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_state \u001b[38;5;241m==\u001b[39m FINISHED:\n\u001b[0;32m--> 449\u001b[0m     \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m__get_result()\n\u001b[1;32m    451\u001b[0m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_condition\u001b[38;5;241m.\u001b[39mwait(timeout)\n\u001b[1;32m    453\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_state \u001b[38;5;129;01min\u001b[39;00m [CANCELLED, CANCELLED_AND_NOTIFIED]:\n",
-      "File \u001b[0;32m/usr/local/anaconda3/lib/python3.11/concurrent/futures/_base.py:401\u001b[0m, in \u001b[0;36mFuture.__get_result\u001b[0;34m(self)\u001b[0m\n\u001b[1;32m    399\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_exception:\n\u001b[1;32m    400\u001b[0m     \u001b[38;5;28;01mtry\u001b[39;00m:\n\u001b[0;32m--> 401\u001b[0m         \u001b[38;5;28;01mraise\u001b[39;00m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_exception\n\u001b[1;32m    402\u001b[0m     \u001b[38;5;28;01mfinally\u001b[39;00m:\n\u001b[1;32m    403\u001b[0m         \u001b[38;5;66;03m# Break a reference cycle with the exception in self._exception\u001b[39;00m\n\u001b[1;32m    404\u001b[0m         \u001b[38;5;28mself\u001b[39m \u001b[38;5;241m=\u001b[39m \u001b[38;5;28;01mNone\u001b[39;00m\n",
-      "File \u001b[0;32m/usr/local/anaconda3/lib/python3.11/concurrent/futures/thread.py:58\u001b[0m, in \u001b[0;36m_WorkItem.run\u001b[0;34m(self)\u001b[0m\n\u001b[1;32m     55\u001b[0m     \u001b[38;5;28;01mreturn\u001b[39;00m\n\u001b[1;32m     57\u001b[0m \u001b[38;5;28;01mtry\u001b[39;00m:\n\u001b[0;32m---> 58\u001b[0m     result \u001b[38;5;241m=\u001b[39m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mfn(\u001b[38;5;241m*\u001b[39m\u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39margs, \u001b[38;5;241m*\u001b[39m\u001b[38;5;241m*\u001b[39m\u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mkwargs)\n\u001b[1;32m     59\u001b[0m \u001b[38;5;28;01mexcept\u001b[39;00m \u001b[38;5;167;01mBaseException\u001b[39;00m \u001b[38;5;28;01mas\u001b[39;00m exc:\n\u001b[1;32m     60\u001b[0m     \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mfuture\u001b[38;5;241m.\u001b[39mset_exception(exc)\n",
-      "File \u001b[0;32m/usr/local/anaconda3/lib/python3.11/site-packages/sentinelhub/download/client.py:117\u001b[0m, in \u001b[0;36mDownloadClient._single_download_decoded\u001b[0;34m(self, request)\u001b[0m\n\u001b[1;32m    115\u001b[0m \u001b[38;5;28;01mdef\u001b[39;00m \u001b[38;5;21m_single_download_decoded\u001b[39m(\u001b[38;5;28mself\u001b[39m, request: DownloadRequest) \u001b[38;5;241m-\u001b[39m\u001b[38;5;241m>\u001b[39m Any:\n\u001b[1;32m    116\u001b[0m \u001b[38;5;250m    \u001b[39m\u001b[38;5;124;03m\"\"\"Downloads a response and decodes it into data. By decoding a single response\"\"\"\u001b[39;00m\n\u001b[0;32m--> 117\u001b[0m     response \u001b[38;5;241m=\u001b[39m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_single_download(request)\n\u001b[1;32m    118\u001b[0m     \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[38;5;28;01mNone\u001b[39;00m \u001b[38;5;28;01mif\u001b[39;00m response \u001b[38;5;129;01mis\u001b[39;00m \u001b[38;5;28;01mNone\u001b[39;00m \u001b[38;5;28;01melse\u001b[39;00m response\u001b[38;5;241m.\u001b[39mdecode()\n",
-      "File \u001b[0;32m/usr/local/anaconda3/lib/python3.11/site-packages/sentinelhub/download/client.py:130\u001b[0m, in \u001b[0;36mDownloadClient._single_download\u001b[0;34m(self, request)\u001b[0m\n\u001b[1;32m    128\u001b[0m no_local_data \u001b[38;5;241m=\u001b[39m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mredownload \u001b[38;5;129;01mor\u001b[39;00m response_path \u001b[38;5;129;01mis\u001b[39;00m \u001b[38;5;28;01mNone\u001b[39;00m \u001b[38;5;129;01mor\u001b[39;00m \u001b[38;5;129;01mnot\u001b[39;00m os\u001b[38;5;241m.\u001b[39mpath\u001b[38;5;241m.\u001b[39mexists(response_path)\n\u001b[1;32m    129\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m no_local_data:\n\u001b[0;32m--> 130\u001b[0m     response \u001b[38;5;241m=\u001b[39m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_execute_download(request)\n\u001b[1;32m    131\u001b[0m \u001b[38;5;28;01melse\u001b[39;00m:\n\u001b[1;32m    132\u001b[0m     \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;129;01mnot\u001b[39;00m request\u001b[38;5;241m.\u001b[39mreturn_data \u001b[38;5;129;01mor\u001b[39;00m response_path \u001b[38;5;129;01mis\u001b[39;00m \u001b[38;5;28;01mNone\u001b[39;00m:\n",
-      "File \u001b[0;32m/usr/local/anaconda3/lib/python3.11/site-packages/sentinelhub/download/handlers.py:64\u001b[0m, in \u001b[0;36mretry_temporary_errors.<locals>.new_download_func\u001b[0;34m(self, request)\u001b[0m\n\u001b[1;32m     62\u001b[0m \u001b[38;5;28;01mfor\u001b[39;00m attempt_idx \u001b[38;5;129;01min\u001b[39;00m \u001b[38;5;28mrange\u001b[39m(download_attempts):\n\u001b[1;32m     63\u001b[0m     \u001b[38;5;28;01mtry\u001b[39;00m:\n\u001b[0;32m---> 64\u001b[0m         \u001b[38;5;28;01mreturn\u001b[39;00m download_func(\u001b[38;5;28mself\u001b[39m, request)\n\u001b[1;32m     66\u001b[0m     \u001b[38;5;28;01mexcept\u001b[39;00m requests\u001b[38;5;241m.\u001b[39mRequestException \u001b[38;5;28;01mas\u001b[39;00m exception:\n\u001b[1;32m     67\u001b[0m         attempts_left \u001b[38;5;241m=\u001b[39m download_attempts \u001b[38;5;241m-\u001b[39m (attempt_idx \u001b[38;5;241m+\u001b[39m \u001b[38;5;241m1\u001b[39m)\n",
-      "File \u001b[0;32m/usr/local/anaconda3/lib/python3.11/site-packages/sentinelhub/download/handlers.py:37\u001b[0m, in \u001b[0;36mfail_user_errors.<locals>.new_download_func\u001b[0;34m(self, request)\u001b[0m\n\u001b[1;32m     34\u001b[0m \u001b[38;5;129m@functools\u001b[39m\u001b[38;5;241m.\u001b[39mwraps(download_func)\n\u001b[1;32m     35\u001b[0m \u001b[38;5;28;01mdef\u001b[39;00m \u001b[38;5;21mnew_download_func\u001b[39m(\u001b[38;5;28mself\u001b[39m: Self, request: DownloadRequest) \u001b[38;5;241m-\u001b[39m\u001b[38;5;241m>\u001b[39m T:\n\u001b[1;32m     36\u001b[0m     \u001b[38;5;28;01mtry\u001b[39;00m:\n\u001b[0;32m---> 37\u001b[0m         \u001b[38;5;28;01mreturn\u001b[39;00m download_func(\u001b[38;5;28mself\u001b[39m, request)\n\u001b[1;32m     38\u001b[0m     \u001b[38;5;28;01mexcept\u001b[39;00m requests\u001b[38;5;241m.\u001b[39mHTTPError \u001b[38;5;28;01mas\u001b[39;00m exception:\n\u001b[1;32m     39\u001b[0m         \u001b[38;5;28;01mif\u001b[39;00m (\n\u001b[1;32m     40\u001b[0m             exception\u001b[38;5;241m.\u001b[39mresponse\u001b[38;5;241m.\u001b[39mstatus_code \u001b[38;5;241m<\u001b[39m requests\u001b[38;5;241m.\u001b[39mstatus_codes\u001b[38;5;241m.\u001b[39mcodes\u001b[38;5;241m.\u001b[39mINTERNAL_SERVER_ERROR\n\u001b[1;32m     41\u001b[0m             \u001b[38;5;129;01mand\u001b[39;00m exception\u001b[38;5;241m.\u001b[39mresponse\u001b[38;5;241m.\u001b[39mstatus_code \u001b[38;5;241m!=\u001b[39m requests\u001b[38;5;241m.\u001b[39mstatus_codes\u001b[38;5;241m.\u001b[39mcodes\u001b[38;5;241m.\u001b[39mTOO_MANY_REQUESTS\n\u001b[1;32m     42\u001b[0m         ):\n",
-      "File \u001b[0;32m/usr/local/anaconda3/lib/python3.11/site-packages/sentinelhub/download/sentinelhub_client.py:82\u001b[0m, in \u001b[0;36mSentinelHubDownloadClient._execute_download\u001b[0;34m(self, request)\u001b[0m\n\u001b[1;32m     75\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m sleep_time \u001b[38;5;241m==\u001b[39m \u001b[38;5;241m0\u001b[39m:\n\u001b[1;32m     76\u001b[0m     LOGGER\u001b[38;5;241m.\u001b[39mdebug(\n\u001b[1;32m     77\u001b[0m         \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mSending \u001b[39m\u001b[38;5;132;01m%s\u001b[39;00m\u001b[38;5;124m request to \u001b[39m\u001b[38;5;132;01m%s\u001b[39;00m\u001b[38;5;124m. Hash of sent request is \u001b[39m\u001b[38;5;132;01m%s\u001b[39;00m\u001b[38;5;124m\"\u001b[39m,\n\u001b[1;32m     78\u001b[0m         request\u001b[38;5;241m.\u001b[39mrequest_type\u001b[38;5;241m.\u001b[39mvalue,\n\u001b[1;32m     79\u001b[0m         request\u001b[38;5;241m.\u001b[39murl,\n\u001b[1;32m     80\u001b[0m         request\u001b[38;5;241m.\u001b[39mget_hashed_name(),\n\u001b[1;32m     81\u001b[0m     )\n\u001b[0;32m---> 82\u001b[0m     response \u001b[38;5;241m=\u001b[39m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_do_download(request)\n\u001b[1;32m     84\u001b[0m     \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_execute_thread_safe(\u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mrate_limit\u001b[38;5;241m.\u001b[39mupdate, response\u001b[38;5;241m.\u001b[39mheaders)\n\u001b[1;32m     86\u001b[0m     \u001b[38;5;28;01mif\u001b[39;00m response\u001b[38;5;241m.\u001b[39mstatus_code \u001b[38;5;241m==\u001b[39m requests\u001b[38;5;241m.\u001b[39mstatus_codes\u001b[38;5;241m.\u001b[39mcodes\u001b[38;5;241m.\u001b[39mTOO_MANY_REQUESTS:\n",
-      "File \u001b[0;32m/usr/local/anaconda3/lib/python3.11/site-packages/sentinelhub/download/sentinelhub_client.py:115\u001b[0m, in \u001b[0;36mSentinelHubDownloadClient._do_download\u001b[0;34m(self, request)\u001b[0m\n\u001b[1;32m    108\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m request\u001b[38;5;241m.\u001b[39murl \u001b[38;5;129;01mis\u001b[39;00m \u001b[38;5;28;01mNone\u001b[39;00m:\n\u001b[1;32m    109\u001b[0m     \u001b[38;5;28;01mraise\u001b[39;00m \u001b[38;5;167;01mValueError\u001b[39;00m(\u001b[38;5;124mf\u001b[39m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mFaulty request \u001b[39m\u001b[38;5;132;01m{\u001b[39;00mrequest\u001b[38;5;132;01m}\u001b[39;00m\u001b[38;5;124m, no URL specified.\u001b[39m\u001b[38;5;124m\"\u001b[39m)\n\u001b[1;32m    111\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m requests\u001b[38;5;241m.\u001b[39mrequest(\n\u001b[1;32m    112\u001b[0m     request\u001b[38;5;241m.\u001b[39mrequest_type\u001b[38;5;241m.\u001b[39mvalue,\n\u001b[1;32m    113\u001b[0m     url\u001b[38;5;241m=\u001b[39mrequest\u001b[38;5;241m.\u001b[39murl,\n\u001b[1;32m    114\u001b[0m     json\u001b[38;5;241m=\u001b[39mrequest\u001b[38;5;241m.\u001b[39mpost_values,\n\u001b[0;32m--> 115\u001b[0m     headers\u001b[38;5;241m=\u001b[39m\u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_prepare_headers(request),\n\u001b[1;32m    116\u001b[0m     timeout\u001b[38;5;241m=\u001b[39m\u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mconfig\u001b[38;5;241m.\u001b[39mdownload_timeout_seconds,\n\u001b[1;32m    117\u001b[0m )\n",
-      "File \u001b[0;32m/usr/local/anaconda3/lib/python3.11/site-packages/sentinelhub/download/sentinelhub_client.py:126\u001b[0m, in \u001b[0;36mSentinelHubDownloadClient._prepare_headers\u001b[0;34m(self, request)\u001b[0m\n\u001b[1;32m    124\u001b[0m session_headers: JsonDict \u001b[38;5;241m=\u001b[39m {}\n\u001b[1;32m    125\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m request\u001b[38;5;241m.\u001b[39muse_session:\n\u001b[0;32m--> 126\u001b[0m     session_headers \u001b[38;5;241m=\u001b[39m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_execute_thread_safe(\u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_get_session_headers)\n\u001b[1;32m    128\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m {\u001b[38;5;241m*\u001b[39m\u001b[38;5;241m*\u001b[39mSHConstants\u001b[38;5;241m.\u001b[39mHEADERS, \u001b[38;5;241m*\u001b[39m\u001b[38;5;241m*\u001b[39msession_headers, \u001b[38;5;241m*\u001b[39m\u001b[38;5;241m*\u001b[39mrequest\u001b[38;5;241m.\u001b[39mheaders}\n",
-      "File \u001b[0;32m/usr/local/anaconda3/lib/python3.11/site-packages/sentinelhub/download/sentinelhub_client.py:104\u001b[0m, in \u001b[0;36mSentinelHubDownloadClient._execute_thread_safe\u001b[0;34m(self, thread_unsafe_function, *args, **kwargs)\u001b[0m\n\u001b[1;32m    101\u001b[0m     \u001b[38;5;28;01mreturn\u001b[39;00m thread_unsafe_function(\u001b[38;5;241m*\u001b[39margs, \u001b[38;5;241m*\u001b[39m\u001b[38;5;241m*\u001b[39mkwargs)\n\u001b[1;32m    103\u001b[0m \u001b[38;5;28;01mwith\u001b[39;00m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mlock:\n\u001b[0;32m--> 104\u001b[0m     \u001b[38;5;28;01mreturn\u001b[39;00m thread_unsafe_function(\u001b[38;5;241m*\u001b[39margs, \u001b[38;5;241m*\u001b[39m\u001b[38;5;241m*\u001b[39mkwargs)\n",
-      "File \u001b[0;32m/usr/local/anaconda3/lib/python3.11/site-packages/sentinelhub/download/sentinelhub_client.py:136\u001b[0m, in \u001b[0;36mSentinelHubDownloadClient._get_session_headers\u001b[0;34m(self)\u001b[0m\n\u001b[1;32m    130\u001b[0m \u001b[38;5;28;01mdef\u001b[39;00m \u001b[38;5;21m_get_session_headers\u001b[39m(\u001b[38;5;28mself\u001b[39m) \u001b[38;5;241m-\u001b[39m\u001b[38;5;241m>\u001b[39m JsonDict:\n\u001b[1;32m    131\u001b[0m \u001b[38;5;250m    \u001b[39m\u001b[38;5;124;03m\"\"\"Provides up-to-date session headers\u001b[39;00m\n\u001b[1;32m    132\u001b[0m \n\u001b[1;32m    133\u001b[0m \u001b[38;5;124;03m    Note that calling session_headers property triggers update if session has expired therefore this has to be\u001b[39;00m\n\u001b[1;32m    134\u001b[0m \u001b[38;5;124;03m    called in a thread-safe way\u001b[39;00m\n\u001b[1;32m    135\u001b[0m \u001b[38;5;124;03m    \"\"\"\u001b[39;00m\n\u001b[0;32m--> 136\u001b[0m     \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mget_session()\u001b[38;5;241m.\u001b[39msession_headers\n",
-      "File \u001b[0;32m/usr/local/anaconda3/lib/python3.11/site-packages/sentinelhub/download/sentinelhub_client.py:152\u001b[0m, in \u001b[0;36mSentinelHubDownloadClient.get_session\u001b[0;34m(self)\u001b[0m\n\u001b[1;32m    150\u001b[0m     session \u001b[38;5;241m=\u001b[39m SentinelHubDownloadClient\u001b[38;5;241m.\u001b[39m_CACHED_SESSIONS[SentinelHubDownloadClient\u001b[38;5;241m.\u001b[39m_UNIVERSAL_CACHE_KEY]\n\u001b[1;32m    151\u001b[0m \u001b[38;5;28;01melse\u001b[39;00m:\n\u001b[0;32m--> 152\u001b[0m     session \u001b[38;5;241m=\u001b[39m SentinelHubSession(config\u001b[38;5;241m=\u001b[39m\u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mconfig)\n\u001b[1;32m    153\u001b[0m     SentinelHubDownloadClient\u001b[38;5;241m.\u001b[39m_CACHED_SESSIONS[cache_key] \u001b[38;5;241m=\u001b[39m session\n\u001b[1;32m    155\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m session\n",
-      "File \u001b[0;32m/usr/local/anaconda3/lib/python3.11/site-packages/sentinelhub/download/session.py:75\u001b[0m, in \u001b[0;36mSentinelHubSession.__init__\u001b[0;34m(self, config, refresh_before_expiry, _token)\u001b[0m\n\u001b[1;32m     68\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m token_fetching_required \u001b[38;5;129;01mand\u001b[39;00m \u001b[38;5;129;01mnot\u001b[39;00m (\u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mconfig\u001b[38;5;241m.\u001b[39msh_client_id \u001b[38;5;129;01mand\u001b[39;00m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mconfig\u001b[38;5;241m.\u001b[39msh_client_secret):\n\u001b[1;32m     69\u001b[0m     \u001b[38;5;28;01mraise\u001b[39;00m \u001b[38;5;167;01mValueError\u001b[39;00m(\n\u001b[1;32m     70\u001b[0m         \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mConfiguration parameters \u001b[39m\u001b[38;5;124m'\u001b[39m\u001b[38;5;124msh_client_id\u001b[39m\u001b[38;5;124m'\u001b[39m\u001b[38;5;124m and \u001b[39m\u001b[38;5;124m'\u001b[39m\u001b[38;5;124msh_client_secret\u001b[39m\u001b[38;5;124m'\u001b[39m\u001b[38;5;124m have to be set in order \u001b[39m\u001b[38;5;124m\"\u001b[39m\n\u001b[1;32m     71\u001b[0m         \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mto authenticate with Sentinel Hub service. Check \u001b[39m\u001b[38;5;124m\"\u001b[39m\n\u001b[1;32m     72\u001b[0m         \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mhttps://sentinelhub-py.readthedocs.io/en/latest/configure.html for more info.\u001b[39m\u001b[38;5;124m\"\u001b[39m\n\u001b[1;32m     73\u001b[0m     )\n\u001b[0;32m---> 75\u001b[0m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_token \u001b[38;5;241m=\u001b[39m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_collect_new_token() \u001b[38;5;28;01mif\u001b[39;00m _token \u001b[38;5;129;01mis\u001b[39;00m \u001b[38;5;28;01mNone\u001b[39;00m \u001b[38;5;28;01melse\u001b[39;00m _token\n",
-      "File \u001b[0;32m/usr/local/anaconda3/lib/python3.11/site-packages/sentinelhub/download/session.py:129\u001b[0m, in \u001b[0;36mSentinelHubSession._collect_new_token\u001b[0;34m(self)\u001b[0m\n\u001b[1;32m    123\u001b[0m \u001b[38;5;250m\u001b[39m\u001b[38;5;124;03m\"\"\"Creates a download request and fetches a token from the service.\u001b[39;00m\n\u001b[1;32m    124\u001b[0m \n\u001b[1;32m    125\u001b[0m \u001b[38;5;124;03mNote that the `DownloadRequest` object is created only because retry decorators of `_fetch_token` method\u001b[39;00m\n\u001b[1;32m    126\u001b[0m \u001b[38;5;124;03mrequire it.\u001b[39;00m\n\u001b[1;32m    127\u001b[0m \u001b[38;5;124;03m\"\"\"\u001b[39;00m\n\u001b[1;32m    128\u001b[0m request \u001b[38;5;241m=\u001b[39m DownloadRequest(url\u001b[38;5;241m=\u001b[39m\u001b[38;5;124mf\u001b[39m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;132;01m{\u001b[39;00m\u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mconfig\u001b[38;5;241m.\u001b[39msh_token_url\u001b[38;5;132;01m}\u001b[39;00m\u001b[38;5;124m\"\u001b[39m)\n\u001b[0;32m--> 129\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_fetch_token(request)\n",
-      "File \u001b[0;32m/usr/local/anaconda3/lib/python3.11/site-packages/sentinelhub/download/handlers.py:64\u001b[0m, in \u001b[0;36mretry_temporary_errors.<locals>.new_download_func\u001b[0;34m(self, request)\u001b[0m\n\u001b[1;32m     62\u001b[0m \u001b[38;5;28;01mfor\u001b[39;00m attempt_idx \u001b[38;5;129;01min\u001b[39;00m \u001b[38;5;28mrange\u001b[39m(download_attempts):\n\u001b[1;32m     63\u001b[0m     \u001b[38;5;28;01mtry\u001b[39;00m:\n\u001b[0;32m---> 64\u001b[0m         \u001b[38;5;28;01mreturn\u001b[39;00m download_func(\u001b[38;5;28mself\u001b[39m, request)\n\u001b[1;32m     66\u001b[0m     \u001b[38;5;28;01mexcept\u001b[39;00m requests\u001b[38;5;241m.\u001b[39mRequestException \u001b[38;5;28;01mas\u001b[39;00m exception:\n\u001b[1;32m     67\u001b[0m         attempts_left \u001b[38;5;241m=\u001b[39m download_attempts \u001b[38;5;241m-\u001b[39m (attempt_idx \u001b[38;5;241m+\u001b[39m \u001b[38;5;241m1\u001b[39m)\n",
-      "File \u001b[0;32m/usr/local/anaconda3/lib/python3.11/site-packages/sentinelhub/download/handlers.py:37\u001b[0m, in \u001b[0;36mfail_user_errors.<locals>.new_download_func\u001b[0;34m(self, request)\u001b[0m\n\u001b[1;32m     34\u001b[0m \u001b[38;5;129m@functools\u001b[39m\u001b[38;5;241m.\u001b[39mwraps(download_func)\n\u001b[1;32m     35\u001b[0m \u001b[38;5;28;01mdef\u001b[39;00m \u001b[38;5;21mnew_download_func\u001b[39m(\u001b[38;5;28mself\u001b[39m: Self, request: DownloadRequest) \u001b[38;5;241m-\u001b[39m\u001b[38;5;241m>\u001b[39m T:\n\u001b[1;32m     36\u001b[0m     \u001b[38;5;28;01mtry\u001b[39;00m:\n\u001b[0;32m---> 37\u001b[0m         \u001b[38;5;28;01mreturn\u001b[39;00m download_func(\u001b[38;5;28mself\u001b[39m, request)\n\u001b[1;32m     38\u001b[0m     \u001b[38;5;28;01mexcept\u001b[39;00m requests\u001b[38;5;241m.\u001b[39mHTTPError \u001b[38;5;28;01mas\u001b[39;00m exception:\n\u001b[1;32m     39\u001b[0m         \u001b[38;5;28;01mif\u001b[39;00m (\n\u001b[1;32m     40\u001b[0m             exception\u001b[38;5;241m.\u001b[39mresponse\u001b[38;5;241m.\u001b[39mstatus_code \u001b[38;5;241m<\u001b[39m requests\u001b[38;5;241m.\u001b[39mstatus_codes\u001b[38;5;241m.\u001b[39mcodes\u001b[38;5;241m.\u001b[39mINTERNAL_SERVER_ERROR\n\u001b[1;32m     41\u001b[0m             \u001b[38;5;129;01mand\u001b[39;00m exception\u001b[38;5;241m.\u001b[39mresponse\u001b[38;5;241m.\u001b[39mstatus_code \u001b[38;5;241m!=\u001b[39m requests\u001b[38;5;241m.\u001b[39mstatus_codes\u001b[38;5;241m.\u001b[39mcodes\u001b[38;5;241m.\u001b[39mTOO_MANY_REQUESTS\n\u001b[1;32m     42\u001b[0m         ):\n",
-      "File \u001b[0;32m/usr/local/anaconda3/lib/python3.11/site-packages/sentinelhub/download/session.py:141\u001b[0m, in \u001b[0;36mSentinelHubSession._fetch_token\u001b[0;34m(self, request)\u001b[0m\n\u001b[1;32m    138\u001b[0m \u001b[38;5;28;01mwith\u001b[39;00m OAuth2Session(client\u001b[38;5;241m=\u001b[39moauth_client) \u001b[38;5;28;01mas\u001b[39;00m oauth_session:\n\u001b[1;32m    139\u001b[0m     oauth_session\u001b[38;5;241m.\u001b[39mregister_compliance_hook(\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124maccess_token_response\u001b[39m\u001b[38;5;124m\"\u001b[39m, \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_compliance_hook)\n\u001b[0;32m--> 141\u001b[0m     \u001b[38;5;28;01mreturn\u001b[39;00m oauth_session\u001b[38;5;241m.\u001b[39mfetch_token(\n\u001b[1;32m    142\u001b[0m         token_url\u001b[38;5;241m=\u001b[39mrequest\u001b[38;5;241m.\u001b[39murl,\n\u001b[1;32m    143\u001b[0m         client_id\u001b[38;5;241m=\u001b[39m\u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mconfig\u001b[38;5;241m.\u001b[39msh_client_id,\n\u001b[1;32m    144\u001b[0m         client_secret\u001b[38;5;241m=\u001b[39m\u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mconfig\u001b[38;5;241m.\u001b[39msh_client_secret,\n\u001b[1;32m    145\u001b[0m         headers\u001b[38;5;241m=\u001b[39m{\u001b[38;5;241m*\u001b[39m\u001b[38;5;241m*\u001b[39m\u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mDEFAULT_HEADERS, \u001b[38;5;241m*\u001b[39m\u001b[38;5;241m*\u001b[39mSHConstants\u001b[38;5;241m.\u001b[39mHEADERS},\n\u001b[1;32m    146\u001b[0m     )\n",
-      "File \u001b[0;32m/usr/local/anaconda3/lib/python3.11/site-packages/requests_oauthlib/oauth2_session.py:366\u001b[0m, in \u001b[0;36mOAuth2Session.fetch_token\u001b[0;34m(self, token_url, code, authorization_response, body, auth, username, password, method, force_querystring, timeout, headers, verify, proxies, include_client_id, client_secret, cert, **kwargs)\u001b[0m\n\u001b[1;32m    363\u001b[0m     log\u001b[38;5;241m.\u001b[39mdebug(\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mInvoking hook \u001b[39m\u001b[38;5;132;01m%s\u001b[39;00m\u001b[38;5;124m.\u001b[39m\u001b[38;5;124m\"\u001b[39m, hook)\n\u001b[1;32m    364\u001b[0m     r \u001b[38;5;241m=\u001b[39m hook(r)\n\u001b[0;32m--> 366\u001b[0m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_client\u001b[38;5;241m.\u001b[39mparse_request_body_response(r\u001b[38;5;241m.\u001b[39mtext, scope\u001b[38;5;241m=\u001b[39m\u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mscope)\n\u001b[1;32m    367\u001b[0m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mtoken \u001b[38;5;241m=\u001b[39m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_client\u001b[38;5;241m.\u001b[39mtoken\n\u001b[1;32m    368\u001b[0m log\u001b[38;5;241m.\u001b[39mdebug(\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mObtained token \u001b[39m\u001b[38;5;132;01m%s\u001b[39;00m\u001b[38;5;124m.\u001b[39m\u001b[38;5;124m\"\u001b[39m, \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mtoken)\n",
-      "File \u001b[0;32m/usr/local/anaconda3/lib/python3.11/site-packages/oauthlib/oauth2/rfc6749/clients/base.py:427\u001b[0m, in \u001b[0;36mClient.parse_request_body_response\u001b[0;34m(self, body, scope, **kwargs)\u001b[0m\n\u001b[1;32m    379\u001b[0m \u001b[38;5;250m\u001b[39m\u001b[38;5;124;03m\"\"\"Parse the JSON response body.\u001b[39;00m\n\u001b[1;32m    380\u001b[0m \n\u001b[1;32m    381\u001b[0m \u001b[38;5;124;03mIf the access token request is valid and authorized, the\u001b[39;00m\n\u001b[0;32m   (...)\u001b[0m\n\u001b[1;32m    424\u001b[0m \u001b[38;5;124;03m.. _`Section 7.1`: https://tools.ietf.org/html/rfc6749#section-7.1\u001b[39;00m\n\u001b[1;32m    425\u001b[0m \u001b[38;5;124;03m\"\"\"\u001b[39;00m\n\u001b[1;32m    426\u001b[0m scope \u001b[38;5;241m=\u001b[39m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mscope \u001b[38;5;28;01mif\u001b[39;00m scope \u001b[38;5;129;01mis\u001b[39;00m \u001b[38;5;28;01mNone\u001b[39;00m \u001b[38;5;28;01melse\u001b[39;00m scope\n\u001b[0;32m--> 427\u001b[0m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mtoken \u001b[38;5;241m=\u001b[39m parse_token_response(body, scope\u001b[38;5;241m=\u001b[39mscope)\n\u001b[1;32m    428\u001b[0m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mpopulate_token_attributes(\u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mtoken)\n\u001b[1;32m    429\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mtoken\n",
-      "File \u001b[0;32m/usr/local/anaconda3/lib/python3.11/site-packages/oauthlib/oauth2/rfc6749/parameters.py:441\u001b[0m, in \u001b[0;36mparse_token_response\u001b[0;34m(body, scope)\u001b[0m\n\u001b[1;32m    438\u001b[0m         params[\u001b[38;5;124m'\u001b[39m\u001b[38;5;124mexpires_at\u001b[39m\u001b[38;5;124m'\u001b[39m] \u001b[38;5;241m=\u001b[39m time\u001b[38;5;241m.\u001b[39mtime() \u001b[38;5;241m+\u001b[39m \u001b[38;5;28mint\u001b[39m(params[\u001b[38;5;124m'\u001b[39m\u001b[38;5;124mexpires_in\u001b[39m\u001b[38;5;124m'\u001b[39m])\n\u001b[1;32m    440\u001b[0m params \u001b[38;5;241m=\u001b[39m OAuth2Token(params, old_scope\u001b[38;5;241m=\u001b[39mscope)\n\u001b[0;32m--> 441\u001b[0m validate_token_parameters(params)\n\u001b[1;32m    442\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m params\n",
-      "File \u001b[0;32m/usr/local/anaconda3/lib/python3.11/site-packages/oauthlib/oauth2/rfc6749/parameters.py:448\u001b[0m, in \u001b[0;36mvalidate_token_parameters\u001b[0;34m(params)\u001b[0m\n\u001b[1;32m    446\u001b[0m \u001b[38;5;250m\u001b[39m\u001b[38;5;124;03m\"\"\"Ensures token presence, token type, expiration and scope in params.\"\"\"\u001b[39;00m\n\u001b[1;32m    447\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;124m'\u001b[39m\u001b[38;5;124merror\u001b[39m\u001b[38;5;124m'\u001b[39m \u001b[38;5;129;01min\u001b[39;00m params:\n\u001b[0;32m--> 448\u001b[0m     raise_from_error(params\u001b[38;5;241m.\u001b[39mget(\u001b[38;5;124m'\u001b[39m\u001b[38;5;124merror\u001b[39m\u001b[38;5;124m'\u001b[39m), params)\n\u001b[1;32m    450\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;129;01mnot\u001b[39;00m \u001b[38;5;124m'\u001b[39m\u001b[38;5;124maccess_token\u001b[39m\u001b[38;5;124m'\u001b[39m \u001b[38;5;129;01min\u001b[39;00m params:\n\u001b[1;32m    451\u001b[0m     \u001b[38;5;28;01mraise\u001b[39;00m MissingTokenError(description\u001b[38;5;241m=\u001b[39m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mMissing access token parameter.\u001b[39m\u001b[38;5;124m\"\u001b[39m)\n",
-      "File \u001b[0;32m/usr/local/anaconda3/lib/python3.11/site-packages/oauthlib/oauth2/rfc6749/errors.py:399\u001b[0m, in \u001b[0;36mraise_from_error\u001b[0;34m(error, params)\u001b[0m\n\u001b[1;32m    397\u001b[0m \u001b[38;5;28;01mfor\u001b[39;00m _, \u001b[38;5;28mcls\u001b[39m \u001b[38;5;129;01min\u001b[39;00m inspect\u001b[38;5;241m.\u001b[39mgetmembers(sys\u001b[38;5;241m.\u001b[39mmodules[\u001b[38;5;18m__name__\u001b[39m], inspect\u001b[38;5;241m.\u001b[39misclass):\n\u001b[1;32m    398\u001b[0m     \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;28mcls\u001b[39m\u001b[38;5;241m.\u001b[39merror \u001b[38;5;241m==\u001b[39m error:\n\u001b[0;32m--> 399\u001b[0m         \u001b[38;5;28;01mraise\u001b[39;00m \u001b[38;5;28mcls\u001b[39m(\u001b[38;5;241m*\u001b[39m\u001b[38;5;241m*\u001b[39mkwargs)\n\u001b[1;32m    400\u001b[0m \u001b[38;5;28;01mraise\u001b[39;00m CustomOAuth2Error(error\u001b[38;5;241m=\u001b[39merror, \u001b[38;5;241m*\u001b[39m\u001b[38;5;241m*\u001b[39mkwargs)\n",
-      "\u001b[0;31mUnauthorizedClientError\u001b[0m: (unauthorized_client) Unexpected error when authenticating client"
+      " West downloaded 2024-02-03\n",
+      " West downloaded 2024-02-03\n",
+      " West downloaded 2024-02-04\n",
+      " West downloaded 2024-02-04\n",
+      " West downloaded 2024-02-05\n",
+      " West downloaded 2024-02-05\n",
+      " West downloaded 2024-02-06\n",
+      " West downloaded 2024-02-06\n",
+      " West downloaded 2024-02-07\n",
+      " West downloaded 2024-02-07\n",
+      " West downloaded 2024-02-08\n",
+      " West downloaded 2024-02-08\n",
+      " West downloaded 2024-02-09\n",
+      " West downloaded 2024-02-09\n",
+      " West downloaded 2024-02-10\n",
+      " West downloaded 2024-02-10\n",
+      " West downloaded 2024-02-11\n",
+      " West downloaded 2024-02-11\n",
+      " West downloaded 2024-02-12\n",
+      " West downloaded 2024-02-12\n",
+      " West downloaded 2024-02-13\n",
+      " West downloaded 2024-02-13\n",
+      " West downloaded 2024-02-14\n",
+      " West downloaded 2024-02-14\n",
+      " West downloaded 2024-02-15\n",
+      " West downloaded 2024-02-15\n",
+      " West downloaded 2024-02-16\n",
+      " West downloaded 2024-02-16\n",
+      " West downloaded 2024-02-17\n",
+      " West downloaded 2024-02-17\n",
+      " West downloaded 2024-02-18\n",
+      " West downloaded 2024-02-18\n",
+      " West downloaded 2024-02-19\n",
+      " West downloaded 2024-02-19\n",
+      " West downloaded 2024-02-20\n",
+      " West downloaded 2024-02-20\n",
+      " West downloaded 2024-02-21\n",
+      " West downloaded 2024-02-21\n",
+      " West downloaded 2024-02-22\n",
+      " West downloaded 2024-02-22\n",
+      " West downloaded 2024-02-23\n",
+      " West downloaded 2024-02-23\n",
+      " West downloaded 2024-02-24\n",
+      " West downloaded 2024-02-24\n",
+      " West downloaded 2024-02-25\n",
+      " West downloaded 2024-02-25\n",
+      " West downloaded 2024-02-26\n",
+      " West downloaded 2024-02-26\n",
+      " West downloaded 2024-02-27\n",
+      " West downloaded 2024-02-27\n",
+      " West downloaded 2024-02-28\n",
+      " West downloaded 2024-02-28\n",
+      " West downloaded 2024-02-29\n",
+      " West downloaded 2024-02-29\n",
+      " West downloaded 2024-03-01\n",
+      " West downloaded 2024-03-01\n"
      ]
     }
    ],
    "source": [
     "for slot in slots:\n",
-    "    download_function(slot)"
+    "    #areas = [[34.8830, -17.3516,  34.9380, -17.2917], [34.9460, -17.3500,  34.9839, -17.3110]]\n",
+    "    areas = json.loads(os.getenv('BBOX','[[34.946,-17.3516,34.938,-17.2917],[34.883,-17.3516,34.938,-17.2917]]')) \n",
+    "    for area in areas:\n",
+    "        resolution = 3\n",
+    "        bbox = BBox(bbox=area, crs=CRS.WGS84)\n",
+    "        size = bbox_to_dimensions(bbox, resolution=resolution)\n",
+    "        download_function(slot, bbox, size)"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 31,
    "id": "68db3c15-6f94-432e-b315-c329e4251b21",
    "metadata": {
     "tags": []
    },
-   "outputs": [],
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "['../laravel_app/storage/app/chemba/single_images/2024-02-03/d402cfafa9a6ae7d7d658652bf0efc8b/response.tiff', '../laravel_app/storage/app/chemba/single_images/2024-02-03/34e48c2310b8444431f14215de30f9aa/response.tiff']\n",
+      "['../laravel_app/storage/app/chemba/single_images/2024-02-04/0b26641b3208b047de35046a36046b4f/response.tiff', '../laravel_app/storage/app/chemba/single_images/2024-02-04/47dd2f1d76f625645d1c166e41b7891d/response.tiff']\n"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "Warning 1: ../laravel_app/storage/app/chemba/single_images/2024-02-03/d402cfafa9a6ae7d7d658652bf0efc8b/response.tiff: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n",
+      "Warning 1: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n",
+      "Warning 1: ../laravel_app/storage/app/chemba/single_images/2024-02-03/34e48c2310b8444431f14215de30f9aa/response.tiff: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n",
+      "Warning 1: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n",
+      "Warning 1: ../laravel_app/storage/app/chemba/single_images/2024-02-03/d402cfafa9a6ae7d7d658652bf0efc8b/response.tiff: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n",
+      "Warning 1: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n",
+      "Warning 1: ../laravel_app/storage/app/chemba/single_images/2024-02-03/34e48c2310b8444431f14215de30f9aa/response.tiff: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n",
+      "Warning 1: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n",
+      "Warning 1: ../laravel_app/storage/app/chemba/single_images/2024-02-03/d402cfafa9a6ae7d7d658652bf0efc8b/response.tiff: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n",
+      "Warning 1: ../laravel_app/storage/app/chemba/single_images/2024-02-03/34e48c2310b8444431f14215de30f9aa/response.tiff: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n",
+      "Warning 1: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n",
+      "Warning 1: ../laravel_app/storage/app/chemba/single_images/2024-02-04/0b26641b3208b047de35046a36046b4f/response.tiff: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n",
+      "Warning 1: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n",
+      "Warning 1: ../laravel_app/storage/app/chemba/single_images/2024-02-04/47dd2f1d76f625645d1c166e41b7891d/response.tiff: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n",
+      "Warning 1: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n",
+      "Warning 1: ../laravel_app/storage/app/chemba/single_images/2024-02-04/0b26641b3208b047de35046a36046b4f/response.tiff: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n",
+      "Warning 1: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n",
+      "Warning 1: ../laravel_app/storage/app/chemba/single_images/2024-02-04/47dd2f1d76f625645d1c166e41b7891d/response.tiff: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n",
+      "Warning 1: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n",
+      "Warning 1: ../laravel_app/storage/app/chemba/single_images/2024-02-04/0b26641b3208b047de35046a36046b4f/response.tiff: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n",
+      "Warning 1: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n",
+      "Warning 1: ../laravel_app/storage/app/chemba/single_images/2024-02-04/47dd2f1d76f625645d1c166e41b7891d/response.tiff: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "['../laravel_app/storage/app/chemba/single_images/2024-02-05/9fca53a2fef9850568d21520dcb054ed/response.tiff', '../laravel_app/storage/app/chemba/single_images/2024-02-05/d000a9edf2ebc152621dd43113999b6e/response.tiff']\n",
+      "['../laravel_app/storage/app/chemba/single_images/2024-02-06/2cb2971fef19fb55e127e60ec59b400f/response.tiff', '../laravel_app/storage/app/chemba/single_images/2024-02-06/d0e73ee30531ef5f740e7a020924f6e4/response.tiff']\n",
+      "['../laravel_app/storage/app/chemba/single_images/2024-02-07/1fb5a037f5c19e7ac6ebcd9ac0c011d3/response.tiff', '../laravel_app/storage/app/chemba/single_images/2024-02-07/656e1f90cbeaebdd0beb773ea9c632b5/response.tiff']\n"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "Warning 1: ../laravel_app/storage/app/chemba/single_images/2024-02-05/9fca53a2fef9850568d21520dcb054ed/response.tiff: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n",
+      "Warning 1: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n",
+      "Warning 1: ../laravel_app/storage/app/chemba/single_images/2024-02-05/d000a9edf2ebc152621dd43113999b6e/response.tiff: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n",
+      "Warning 1: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n",
+      "Warning 1: ../laravel_app/storage/app/chemba/single_images/2024-02-05/9fca53a2fef9850568d21520dcb054ed/response.tiff: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n",
+      "Warning 1: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n",
+      "Warning 1: ../laravel_app/storage/app/chemba/single_images/2024-02-05/d000a9edf2ebc152621dd43113999b6e/response.tiff: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n",
+      "Warning 1: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n",
+      "Warning 1: ../laravel_app/storage/app/chemba/single_images/2024-02-05/9fca53a2fef9850568d21520dcb054ed/response.tiff: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n",
+      "Warning 1: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n",
+      "Warning 1: ../laravel_app/storage/app/chemba/single_images/2024-02-05/d000a9edf2ebc152621dd43113999b6e/response.tiff: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n",
+      "Warning 1: ../laravel_app/storage/app/chemba/single_images/2024-02-06/2cb2971fef19fb55e127e60ec59b400f/response.tiff: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n",
+      "Warning 1: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n",
+      "Warning 1: ../laravel_app/storage/app/chemba/single_images/2024-02-06/d0e73ee30531ef5f740e7a020924f6e4/response.tiff: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n",
+      "Warning 1: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n",
+      "Warning 1: ../laravel_app/storage/app/chemba/single_images/2024-02-06/2cb2971fef19fb55e127e60ec59b400f/response.tiff: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n",
+      "Warning 1: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n",
+      "Warning 1: ../laravel_app/storage/app/chemba/single_images/2024-02-06/d0e73ee30531ef5f740e7a020924f6e4/response.tiff: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n",
+      "Warning 1: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n",
+      "Warning 1: ../laravel_app/storage/app/chemba/single_images/2024-02-06/2cb2971fef19fb55e127e60ec59b400f/response.tiff: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n",
+      "Warning 1: ../laravel_app/storage/app/chemba/single_images/2024-02-06/d0e73ee30531ef5f740e7a020924f6e4/response.tiff: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n",
+      "Warning 1: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n",
+      "Warning 1: ../laravel_app/storage/app/chemba/single_images/2024-02-07/1fb5a037f5c19e7ac6ebcd9ac0c011d3/response.tiff: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n",
+      "Warning 1: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n",
+      "Warning 1: ../laravel_app/storage/app/chemba/single_images/2024-02-07/656e1f90cbeaebdd0beb773ea9c632b5/response.tiff: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n",
+      "Warning 1: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n",
+      "Warning 1: ../laravel_app/storage/app/chemba/single_images/2024-02-07/1fb5a037f5c19e7ac6ebcd9ac0c011d3/response.tiff: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n",
+      "Warning 1: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n",
+      "Warning 1: ../laravel_app/storage/app/chemba/single_images/2024-02-07/656e1f90cbeaebdd0beb773ea9c632b5/response.tiff: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n",
+      "Warning 1: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n",
+      "Warning 1: ../laravel_app/storage/app/chemba/single_images/2024-02-07/1fb5a037f5c19e7ac6ebcd9ac0c011d3/response.tiff: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n",
+      "Warning 1: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n",
+      "Warning 1: ../laravel_app/storage/app/chemba/single_images/2024-02-07/656e1f90cbeaebdd0beb773ea9c632b5/response.tiff: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "['../laravel_app/storage/app/chemba/single_images/2024-02-08/58d1f1e00ac595ba309e35e1fc348d46/response.tiff', '../laravel_app/storage/app/chemba/single_images/2024-02-08/78af404d33e4a7a8a7c63dd7266e9940/response.tiff']\n",
+      "['../laravel_app/storage/app/chemba/single_images/2024-02-09/074a64ef0bc1a643b564f223a0406de6/response.tiff', '../laravel_app/storage/app/chemba/single_images/2024-02-09/b5f8af8311ec9839c6837bd702ff704f/response.tiff']\n",
+      "['../laravel_app/storage/app/chemba/single_images/2024-02-10/379dbdd27cb513603fb5d48744540e3a/response.tiff', '../laravel_app/storage/app/chemba/single_images/2024-02-10/6a3cb421bfe72d6f1e83e0a4d6a35b74/response.tiff']\n"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "Warning 1: ../laravel_app/storage/app/chemba/single_images/2024-02-08/58d1f1e00ac595ba309e35e1fc348d46/response.tiff: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n",
+      "Warning 1: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n",
+      "Warning 1: ../laravel_app/storage/app/chemba/single_images/2024-02-08/78af404d33e4a7a8a7c63dd7266e9940/response.tiff: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n",
+      "Warning 1: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n",
+      "Warning 1: ../laravel_app/storage/app/chemba/single_images/2024-02-08/58d1f1e00ac595ba309e35e1fc348d46/response.tiff: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n",
+      "Warning 1: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n",
+      "Warning 1: ../laravel_app/storage/app/chemba/single_images/2024-02-08/78af404d33e4a7a8a7c63dd7266e9940/response.tiff: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n",
+      "Warning 1: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n",
+      "Warning 1: ../laravel_app/storage/app/chemba/single_images/2024-02-08/58d1f1e00ac595ba309e35e1fc348d46/response.tiff: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n",
+      "Warning 1: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n",
+      "Warning 1: ../laravel_app/storage/app/chemba/single_images/2024-02-08/78af404d33e4a7a8a7c63dd7266e9940/response.tiff: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n",
+      "Warning 1: ../laravel_app/storage/app/chemba/single_images/2024-02-09/074a64ef0bc1a643b564f223a0406de6/response.tiff: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n",
+      "Warning 1: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n",
+      "Warning 1: ../laravel_app/storage/app/chemba/single_images/2024-02-09/b5f8af8311ec9839c6837bd702ff704f/response.tiff: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n",
+      "Warning 1: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n",
+      "Warning 1: ../laravel_app/storage/app/chemba/single_images/2024-02-09/074a64ef0bc1a643b564f223a0406de6/response.tiff: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n",
+      "Warning 1: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n",
+      "Warning 1: ../laravel_app/storage/app/chemba/single_images/2024-02-09/b5f8af8311ec9839c6837bd702ff704f/response.tiff: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n",
+      "Warning 1: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n",
+      "Warning 1: ../laravel_app/storage/app/chemba/single_images/2024-02-09/074a64ef0bc1a643b564f223a0406de6/response.tiff: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n",
+      "Warning 1: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n",
+      "Warning 1: ../laravel_app/storage/app/chemba/single_images/2024-02-09/b5f8af8311ec9839c6837bd702ff704f/response.tiff: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n",
+      "Warning 1: ../laravel_app/storage/app/chemba/single_images/2024-02-10/379dbdd27cb513603fb5d48744540e3a/response.tiff: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n",
+      "Warning 1: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n",
+      "Warning 1: ../laravel_app/storage/app/chemba/single_images/2024-02-10/6a3cb421bfe72d6f1e83e0a4d6a35b74/response.tiff: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n",
+      "Warning 1: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n",
+      "Warning 1: ../laravel_app/storage/app/chemba/single_images/2024-02-10/379dbdd27cb513603fb5d48744540e3a/response.tiff: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n",
+      "Warning 1: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n",
+      "Warning 1: ../laravel_app/storage/app/chemba/single_images/2024-02-10/6a3cb421bfe72d6f1e83e0a4d6a35b74/response.tiff: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n",
+      "Warning 1: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n",
+      "Warning 1: ../laravel_app/storage/app/chemba/single_images/2024-02-10/379dbdd27cb513603fb5d48744540e3a/response.tiff: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n",
+      "Warning 1: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n",
+      "Warning 1: ../laravel_app/storage/app/chemba/single_images/2024-02-10/6a3cb421bfe72d6f1e83e0a4d6a35b74/response.tiff: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "['../laravel_app/storage/app/chemba/single_images/2024-02-11/963afad1af0c7114e9d5cc8fc3d4adb3/response.tiff', '../laravel_app/storage/app/chemba/single_images/2024-02-11/d6255d2b8f966beece2ee91f86eb1376/response.tiff']\n",
+      "['../laravel_app/storage/app/chemba/single_images/2024-02-12/061e7c0b7299137876fb4b0588b5245c/response.tiff', '../laravel_app/storage/app/chemba/single_images/2024-02-12/6df3e48f4e103d1f984e6f331bd20d36/response.tiff']\n",
+      "['../laravel_app/storage/app/chemba/single_images/2024-02-13/2ed2af1506c64726d923cd552489298f/response.tiff', '../laravel_app/storage/app/chemba/single_images/2024-02-13/ceeb939ee7bc791dbcacadd68ae43963/response.tiff']\n"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "Warning 1: ../laravel_app/storage/app/chemba/single_images/2024-02-11/963afad1af0c7114e9d5cc8fc3d4adb3/response.tiff: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n",
+      "Warning 1: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n",
+      "Warning 1: ../laravel_app/storage/app/chemba/single_images/2024-02-11/d6255d2b8f966beece2ee91f86eb1376/response.tiff: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n",
+      "Warning 1: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n",
+      "Warning 1: ../laravel_app/storage/app/chemba/single_images/2024-02-11/963afad1af0c7114e9d5cc8fc3d4adb3/response.tiff: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n",
+      "Warning 1: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n",
+      "Warning 1: ../laravel_app/storage/app/chemba/single_images/2024-02-11/d6255d2b8f966beece2ee91f86eb1376/response.tiff: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n",
+      "Warning 1: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n",
+      "Warning 1: ../laravel_app/storage/app/chemba/single_images/2024-02-11/963afad1af0c7114e9d5cc8fc3d4adb3/response.tiff: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n",
+      "Warning 1: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n",
+      "Warning 1: ../laravel_app/storage/app/chemba/single_images/2024-02-11/d6255d2b8f966beece2ee91f86eb1376/response.tiff: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n",
+      "Warning 1: ../laravel_app/storage/app/chemba/single_images/2024-02-12/061e7c0b7299137876fb4b0588b5245c/response.tiff: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n",
+      "Warning 1: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n",
+      "Warning 1: ../laravel_app/storage/app/chemba/single_images/2024-02-12/6df3e48f4e103d1f984e6f331bd20d36/response.tiff: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n",
+      "Warning 1: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n",
+      "Warning 1: ../laravel_app/storage/app/chemba/single_images/2024-02-12/061e7c0b7299137876fb4b0588b5245c/response.tiff: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n",
+      "Warning 1: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n",
+      "Warning 1: ../laravel_app/storage/app/chemba/single_images/2024-02-12/6df3e48f4e103d1f984e6f331bd20d36/response.tiff: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n",
+      "Warning 1: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n",
+      "Warning 1: ../laravel_app/storage/app/chemba/single_images/2024-02-12/061e7c0b7299137876fb4b0588b5245c/response.tiff: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n",
+      "Warning 1: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n",
+      "Warning 1: ../laravel_app/storage/app/chemba/single_images/2024-02-12/6df3e48f4e103d1f984e6f331bd20d36/response.tiff: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n",
+      "Warning 1: ../laravel_app/storage/app/chemba/single_images/2024-02-13/2ed2af1506c64726d923cd552489298f/response.tiff: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n",
+      "Warning 1: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n",
+      "Warning 1: ../laravel_app/storage/app/chemba/single_images/2024-02-13/ceeb939ee7bc791dbcacadd68ae43963/response.tiff: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n",
+      "Warning 1: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n",
+      "Warning 1: ../laravel_app/storage/app/chemba/single_images/2024-02-13/2ed2af1506c64726d923cd552489298f/response.tiff: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n",
+      "Warning 1: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n",
+      "Warning 1: ../laravel_app/storage/app/chemba/single_images/2024-02-13/ceeb939ee7bc791dbcacadd68ae43963/response.tiff: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n",
+      "Warning 1: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n",
+      "Warning 1: ../laravel_app/storage/app/chemba/single_images/2024-02-13/2ed2af1506c64726d923cd552489298f/response.tiff: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n",
+      "Warning 1: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n",
+      "Warning 1: ../laravel_app/storage/app/chemba/single_images/2024-02-13/ceeb939ee7bc791dbcacadd68ae43963/response.tiff: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "['../laravel_app/storage/app/chemba/single_images/2024-02-14/05fab2afd14dde5956b68064eabb5584/response.tiff', '../laravel_app/storage/app/chemba/single_images/2024-02-14/83ab15d2ef5ff12ab974f0a49bdbde87/response.tiff']\n",
+      "['../laravel_app/storage/app/chemba/single_images/2024-02-15/83e21f5ef0afaf44f7585092c2130a64/response.tiff', '../laravel_app/storage/app/chemba/single_images/2024-02-15/25bca4ee6801370a109efd9928b6bad2/response.tiff']\n",
+      "['../laravel_app/storage/app/chemba/single_images/2024-02-16/2e939b34baa944c9caeb0bb209eaa3ba/response.tiff', '../laravel_app/storage/app/chemba/single_images/2024-02-16/f5a9ca774ee072d83ec449b47fb11398/response.tiff']\n"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "Warning 1: ../laravel_app/storage/app/chemba/single_images/2024-02-14/05fab2afd14dde5956b68064eabb5584/response.tiff: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n",
+      "Warning 1: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n",
+      "Warning 1: ../laravel_app/storage/app/chemba/single_images/2024-02-14/83ab15d2ef5ff12ab974f0a49bdbde87/response.tiff: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n",
+      "Warning 1: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n",
+      "Warning 1: ../laravel_app/storage/app/chemba/single_images/2024-02-14/05fab2afd14dde5956b68064eabb5584/response.tiff: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n",
+      "Warning 1: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n",
+      "Warning 1: ../laravel_app/storage/app/chemba/single_images/2024-02-14/83ab15d2ef5ff12ab974f0a49bdbde87/response.tiff: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n",
+      "Warning 1: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n",
+      "Warning 1: ../laravel_app/storage/app/chemba/single_images/2024-02-14/05fab2afd14dde5956b68064eabb5584/response.tiff: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n",
+      "Warning 1: ../laravel_app/storage/app/chemba/single_images/2024-02-14/83ab15d2ef5ff12ab974f0a49bdbde87/response.tiff: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n",
+      "Warning 1: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n",
+      "Warning 1: ../laravel_app/storage/app/chemba/single_images/2024-02-15/83e21f5ef0afaf44f7585092c2130a64/response.tiff: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n",
+      "Warning 1: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n",
+      "Warning 1: ../laravel_app/storage/app/chemba/single_images/2024-02-15/25bca4ee6801370a109efd9928b6bad2/response.tiff: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n",
+      "Warning 1: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n",
+      "Warning 1: ../laravel_app/storage/app/chemba/single_images/2024-02-15/83e21f5ef0afaf44f7585092c2130a64/response.tiff: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n",
+      "Warning 1: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n",
+      "Warning 1: ../laravel_app/storage/app/chemba/single_images/2024-02-15/25bca4ee6801370a109efd9928b6bad2/response.tiff: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n",
+      "Warning 1: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n",
+      "Warning 1: ../laravel_app/storage/app/chemba/single_images/2024-02-15/83e21f5ef0afaf44f7585092c2130a64/response.tiff: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n",
+      "Warning 1: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n",
+      "Warning 1: ../laravel_app/storage/app/chemba/single_images/2024-02-15/25bca4ee6801370a109efd9928b6bad2/response.tiff: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n",
+      "Warning 1: ../laravel_app/storage/app/chemba/single_images/2024-02-16/2e939b34baa944c9caeb0bb209eaa3ba/response.tiff: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n",
+      "Warning 1: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n",
+      "Warning 1: ../laravel_app/storage/app/chemba/single_images/2024-02-16/f5a9ca774ee072d83ec449b47fb11398/response.tiff: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n",
+      "Warning 1: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n",
+      "Warning 1: ../laravel_app/storage/app/chemba/single_images/2024-02-16/2e939b34baa944c9caeb0bb209eaa3ba/response.tiff: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n",
+      "Warning 1: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n",
+      "Warning 1: ../laravel_app/storage/app/chemba/single_images/2024-02-16/f5a9ca774ee072d83ec449b47fb11398/response.tiff: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n",
+      "Warning 1: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n",
+      "Warning 1: ../laravel_app/storage/app/chemba/single_images/2024-02-16/2e939b34baa944c9caeb0bb209eaa3ba/response.tiff: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n",
+      "Warning 1: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n",
+      "Warning 1: ../laravel_app/storage/app/chemba/single_images/2024-02-16/f5a9ca774ee072d83ec449b47fb11398/response.tiff: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "['../laravel_app/storage/app/chemba/single_images/2024-02-17/6002c8b4be4344e1a427993a1c8f07ee/response.tiff', '../laravel_app/storage/app/chemba/single_images/2024-02-17/6659119a965962848cab25ce29d2229f/response.tiff']\n",
+      "['../laravel_app/storage/app/chemba/single_images/2024-02-18/6320223e658e8d5762cd3369fbb49395/response.tiff', '../laravel_app/storage/app/chemba/single_images/2024-02-18/0fbdec0a57e4d0b7d4f4f4e375559007/response.tiff']\n",
+      "['../laravel_app/storage/app/chemba/single_images/2024-02-19/09087a431016ff6e49b7fafb76b5a137/response.tiff', '../laravel_app/storage/app/chemba/single_images/2024-02-19/77ebfbc4b72521a8ee8ed0644694a4d8/response.tiff']\n"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "Warning 1: ../laravel_app/storage/app/chemba/single_images/2024-02-17/6002c8b4be4344e1a427993a1c8f07ee/response.tiff: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n",
+      "Warning 1: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n",
+      "Warning 1: ../laravel_app/storage/app/chemba/single_images/2024-02-17/6659119a965962848cab25ce29d2229f/response.tiff: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n",
+      "Warning 1: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n",
+      "Warning 1: ../laravel_app/storage/app/chemba/single_images/2024-02-17/6002c8b4be4344e1a427993a1c8f07ee/response.tiff: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n",
+      "Warning 1: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n",
+      "Warning 1: ../laravel_app/storage/app/chemba/single_images/2024-02-17/6659119a965962848cab25ce29d2229f/response.tiff: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n",
+      "Warning 1: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n",
+      "Warning 1: ../laravel_app/storage/app/chemba/single_images/2024-02-17/6002c8b4be4344e1a427993a1c8f07ee/response.tiff: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n",
+      "Warning 1: ../laravel_app/storage/app/chemba/single_images/2024-02-17/6659119a965962848cab25ce29d2229f/response.tiff: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n",
+      "Warning 1: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n",
+      "Warning 1: ../laravel_app/storage/app/chemba/single_images/2024-02-18/6320223e658e8d5762cd3369fbb49395/response.tiff: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n",
+      "Warning 1: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n",
+      "Warning 1: ../laravel_app/storage/app/chemba/single_images/2024-02-18/0fbdec0a57e4d0b7d4f4f4e375559007/response.tiff: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n",
+      "Warning 1: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n",
+      "Warning 1: ../laravel_app/storage/app/chemba/single_images/2024-02-18/6320223e658e8d5762cd3369fbb49395/response.tiff: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n",
+      "Warning 1: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n",
+      "Warning 1: ../laravel_app/storage/app/chemba/single_images/2024-02-18/0fbdec0a57e4d0b7d4f4f4e375559007/response.tiff: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n",
+      "Warning 1: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n",
+      "Warning 1: ../laravel_app/storage/app/chemba/single_images/2024-02-18/6320223e658e8d5762cd3369fbb49395/response.tiff: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n",
+      "Warning 1: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n",
+      "Warning 1: ../laravel_app/storage/app/chemba/single_images/2024-02-18/0fbdec0a57e4d0b7d4f4f4e375559007/response.tiff: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n",
+      "Warning 1: ../laravel_app/storage/app/chemba/single_images/2024-02-19/09087a431016ff6e49b7fafb76b5a137/response.tiff: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n",
+      "Warning 1: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n",
+      "Warning 1: ../laravel_app/storage/app/chemba/single_images/2024-02-19/77ebfbc4b72521a8ee8ed0644694a4d8/response.tiff: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n",
+      "Warning 1: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n",
+      "Warning 1: ../laravel_app/storage/app/chemba/single_images/2024-02-19/09087a431016ff6e49b7fafb76b5a137/response.tiff: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n",
+      "Warning 1: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n",
+      "Warning 1: ../laravel_app/storage/app/chemba/single_images/2024-02-19/77ebfbc4b72521a8ee8ed0644694a4d8/response.tiff: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n",
+      "Warning 1: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n",
+      "Warning 1: ../laravel_app/storage/app/chemba/single_images/2024-02-19/09087a431016ff6e49b7fafb76b5a137/response.tiff: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n",
+      "Warning 1: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n",
+      "Warning 1: ../laravel_app/storage/app/chemba/single_images/2024-02-19/77ebfbc4b72521a8ee8ed0644694a4d8/response.tiff: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "['../laravel_app/storage/app/chemba/single_images/2024-02-20/de49a1ae7fc7cce6bbb51307b51421a7/response.tiff', '../laravel_app/storage/app/chemba/single_images/2024-02-20/9ea16bc23f981f09a6a07960d25ee917/response.tiff']\n",
+      "['../laravel_app/storage/app/chemba/single_images/2024-02-21/60f07bbbd46a263e99acfd16afdd90e7/response.tiff', '../laravel_app/storage/app/chemba/single_images/2024-02-21/c703f5c937fe7d31c01e5dc0e1f1b3c6/response.tiff']\n",
+      "['../laravel_app/storage/app/chemba/single_images/2024-02-22/4cc6c6c928fbe9261b235a1a2bd82988/response.tiff', '../laravel_app/storage/app/chemba/single_images/2024-02-22/9a6945737142920a66b01d9243a7dbb0/response.tiff']\n"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "Warning 1: ../laravel_app/storage/app/chemba/single_images/2024-02-20/de49a1ae7fc7cce6bbb51307b51421a7/response.tiff: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n",
+      "Warning 1: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n",
+      "Warning 1: ../laravel_app/storage/app/chemba/single_images/2024-02-20/9ea16bc23f981f09a6a07960d25ee917/response.tiff: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n",
+      "Warning 1: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n",
+      "Warning 1: ../laravel_app/storage/app/chemba/single_images/2024-02-20/de49a1ae7fc7cce6bbb51307b51421a7/response.tiff: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n",
+      "Warning 1: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n",
+      "Warning 1: ../laravel_app/storage/app/chemba/single_images/2024-02-20/9ea16bc23f981f09a6a07960d25ee917/response.tiff: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n",
+      "Warning 1: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n",
+      "Warning 1: ../laravel_app/storage/app/chemba/single_images/2024-02-20/de49a1ae7fc7cce6bbb51307b51421a7/response.tiff: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n",
+      "Warning 1: ../laravel_app/storage/app/chemba/single_images/2024-02-20/9ea16bc23f981f09a6a07960d25ee917/response.tiff: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n",
+      "Warning 1: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n",
+      "Warning 1: ../laravel_app/storage/app/chemba/single_images/2024-02-21/60f07bbbd46a263e99acfd16afdd90e7/response.tiff: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n",
+      "Warning 1: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n",
+      "Warning 1: ../laravel_app/storage/app/chemba/single_images/2024-02-21/c703f5c937fe7d31c01e5dc0e1f1b3c6/response.tiff: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n",
+      "Warning 1: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n",
+      "Warning 1: ../laravel_app/storage/app/chemba/single_images/2024-02-21/60f07bbbd46a263e99acfd16afdd90e7/response.tiff: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n",
+      "Warning 1: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n",
+      "Warning 1: ../laravel_app/storage/app/chemba/single_images/2024-02-21/c703f5c937fe7d31c01e5dc0e1f1b3c6/response.tiff: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n",
+      "Warning 1: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n",
+      "Warning 1: ../laravel_app/storage/app/chemba/single_images/2024-02-21/60f07bbbd46a263e99acfd16afdd90e7/response.tiff: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n",
+      "Warning 1: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n",
+      "Warning 1: ../laravel_app/storage/app/chemba/single_images/2024-02-21/c703f5c937fe7d31c01e5dc0e1f1b3c6/response.tiff: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n",
+      "Warning 1: ../laravel_app/storage/app/chemba/single_images/2024-02-22/4cc6c6c928fbe9261b235a1a2bd82988/response.tiff: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n",
+      "Warning 1: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n",
+      "Warning 1: ../laravel_app/storage/app/chemba/single_images/2024-02-22/9a6945737142920a66b01d9243a7dbb0/response.tiff: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n",
+      "Warning 1: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n",
+      "Warning 1: ../laravel_app/storage/app/chemba/single_images/2024-02-22/4cc6c6c928fbe9261b235a1a2bd82988/response.tiff: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n",
+      "Warning 1: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n",
+      "Warning 1: ../laravel_app/storage/app/chemba/single_images/2024-02-22/9a6945737142920a66b01d9243a7dbb0/response.tiff: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n",
+      "Warning 1: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n",
+      "Warning 1: ../laravel_app/storage/app/chemba/single_images/2024-02-22/4cc6c6c928fbe9261b235a1a2bd82988/response.tiff: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n",
+      "Warning 1: ../laravel_app/storage/app/chemba/single_images/2024-02-22/9a6945737142920a66b01d9243a7dbb0/response.tiff: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n",
+      "Warning 1: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n",
+      "Warning 1: ../laravel_app/storage/app/chemba/single_images/2024-02-23/fa839ee60099fd816e3735b4bc2b8da9/response.tiff: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n",
+      "Warning 1: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n",
+      "Warning 1: ../laravel_app/storage/app/chemba/single_images/2024-02-23/f4c483ff844754609c15946f39062af0/response.tiff: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n",
+      "Warning 1: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n",
+      "Warning 1: ../laravel_app/storage/app/chemba/single_images/2024-02-23/fa839ee60099fd816e3735b4bc2b8da9/response.tiff: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n",
+      "Warning 1: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n",
+      "Warning 1: ../laravel_app/storage/app/chemba/single_images/2024-02-23/f4c483ff844754609c15946f39062af0/response.tiff: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n",
+      "Warning 1: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n",
+      "Warning 1: ../laravel_app/storage/app/chemba/single_images/2024-02-23/fa839ee60099fd816e3735b4bc2b8da9/response.tiff: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n",
+      "Warning 1: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n",
+      "Warning 1: ../laravel_app/storage/app/chemba/single_images/2024-02-23/f4c483ff844754609c15946f39062af0/response.tiff: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n",
+      "Warning 1: ../laravel_app/storage/app/chemba/single_images/2024-02-24/948621c2612a3623fe0a8c6f2e232d4c/response.tiff: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n",
+      "Warning 1: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n",
+      "Warning 1: ../laravel_app/storage/app/chemba/single_images/2024-02-24/5d91bc78a218827aa0c4af8d2b68432f/response.tiff: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n",
+      "Warning 1: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n",
+      "Warning 1: ../laravel_app/storage/app/chemba/single_images/2024-02-24/948621c2612a3623fe0a8c6f2e232d4c/response.tiff: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n",
+      "Warning 1: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n",
+      "Warning 1: ../laravel_app/storage/app/chemba/single_images/2024-02-24/5d91bc78a218827aa0c4af8d2b68432f/response.tiff: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n",
+      "Warning 1: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n",
+      "Warning 1: ../laravel_app/storage/app/chemba/single_images/2024-02-24/948621c2612a3623fe0a8c6f2e232d4c/response.tiff: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n",
+      "Warning 1: ../laravel_app/storage/app/chemba/single_images/2024-02-24/5d91bc78a218827aa0c4af8d2b68432f/response.tiff: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n",
+      "Warning 1: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "['../laravel_app/storage/app/chemba/single_images/2024-02-23/fa839ee60099fd816e3735b4bc2b8da9/response.tiff', '../laravel_app/storage/app/chemba/single_images/2024-02-23/f4c483ff844754609c15946f39062af0/response.tiff']\n",
+      "['../laravel_app/storage/app/chemba/single_images/2024-02-24/948621c2612a3623fe0a8c6f2e232d4c/response.tiff', '../laravel_app/storage/app/chemba/single_images/2024-02-24/5d91bc78a218827aa0c4af8d2b68432f/response.tiff']\n",
+      "['../laravel_app/storage/app/chemba/single_images/2024-02-25/09034667d9d66ad95bb45114be61c294/response.tiff', '../laravel_app/storage/app/chemba/single_images/2024-02-25/640ada1c04508b95d3d7ca885170dcd2/response.tiff']\n"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "Warning 1: ../laravel_app/storage/app/chemba/single_images/2024-02-25/09034667d9d66ad95bb45114be61c294/response.tiff: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n",
+      "Warning 1: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n",
+      "Warning 1: ../laravel_app/storage/app/chemba/single_images/2024-02-25/640ada1c04508b95d3d7ca885170dcd2/response.tiff: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n",
+      "Warning 1: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n",
+      "Warning 1: ../laravel_app/storage/app/chemba/single_images/2024-02-25/09034667d9d66ad95bb45114be61c294/response.tiff: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n",
+      "Warning 1: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n",
+      "Warning 1: ../laravel_app/storage/app/chemba/single_images/2024-02-25/640ada1c04508b95d3d7ca885170dcd2/response.tiff: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n",
+      "Warning 1: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n",
+      "Warning 1: ../laravel_app/storage/app/chemba/single_images/2024-02-25/09034667d9d66ad95bb45114be61c294/response.tiff: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n",
+      "Warning 1: ../laravel_app/storage/app/chemba/single_images/2024-02-25/640ada1c04508b95d3d7ca885170dcd2/response.tiff: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n",
+      "Warning 1: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n",
+      "Warning 1: ../laravel_app/storage/app/chemba/single_images/2024-02-26/b1aa534ff4b4f760afdd121039523470/response.tiff: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n",
+      "Warning 1: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n",
+      "Warning 1: ../laravel_app/storage/app/chemba/single_images/2024-02-26/812fa312f85f5645979751acbfdb4137/response.tiff: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n",
+      "Warning 1: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n",
+      "Warning 1: ../laravel_app/storage/app/chemba/single_images/2024-02-26/b1aa534ff4b4f760afdd121039523470/response.tiff: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n",
+      "Warning 1: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n",
+      "Warning 1: ../laravel_app/storage/app/chemba/single_images/2024-02-26/812fa312f85f5645979751acbfdb4137/response.tiff: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n",
+      "Warning 1: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n",
+      "Warning 1: ../laravel_app/storage/app/chemba/single_images/2024-02-26/b1aa534ff4b4f760afdd121039523470/response.tiff: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n",
+      "Warning 1: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n",
+      "Warning 1: ../laravel_app/storage/app/chemba/single_images/2024-02-26/812fa312f85f5645979751acbfdb4137/response.tiff: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n",
+      "Warning 1: ../laravel_app/storage/app/chemba/single_images/2024-02-27/d4cbaea4023bc70fa32512e73c74130a/response.tiff: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n",
+      "Warning 1: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n",
+      "Warning 1: ../laravel_app/storage/app/chemba/single_images/2024-02-27/0ca3d8bf2c9b33a927b115f207331be5/response.tiff: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n",
+      "Warning 1: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n",
+      "Warning 1: ../laravel_app/storage/app/chemba/single_images/2024-02-27/d4cbaea4023bc70fa32512e73c74130a/response.tiff: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n",
+      "Warning 1: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n",
+      "Warning 1: ../laravel_app/storage/app/chemba/single_images/2024-02-27/0ca3d8bf2c9b33a927b115f207331be5/response.tiff: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n",
+      "Warning 1: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n",
+      "Warning 1: ../laravel_app/storage/app/chemba/single_images/2024-02-27/d4cbaea4023bc70fa32512e73c74130a/response.tiff: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "['../laravel_app/storage/app/chemba/single_images/2024-02-26/b1aa534ff4b4f760afdd121039523470/response.tiff', '../laravel_app/storage/app/chemba/single_images/2024-02-26/812fa312f85f5645979751acbfdb4137/response.tiff']\n",
+      "['../laravel_app/storage/app/chemba/single_images/2024-02-27/d4cbaea4023bc70fa32512e73c74130a/response.tiff', '../laravel_app/storage/app/chemba/single_images/2024-02-27/0ca3d8bf2c9b33a927b115f207331be5/response.tiff']\n",
+      "['../laravel_app/storage/app/chemba/single_images/2024-02-28/1e84c7daad84245d60c0117309786237/response.tiff', '../laravel_app/storage/app/chemba/single_images/2024-02-28/0d2f1410b8fa5255b6098413e05b377f/response.tiff']\n"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "Warning 1: ../laravel_app/storage/app/chemba/single_images/2024-02-27/0ca3d8bf2c9b33a927b115f207331be5/response.tiff: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n",
+      "Warning 1: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n",
+      "Warning 1: ../laravel_app/storage/app/chemba/single_images/2024-02-28/1e84c7daad84245d60c0117309786237/response.tiff: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n",
+      "Warning 1: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n",
+      "Warning 1: ../laravel_app/storage/app/chemba/single_images/2024-02-28/0d2f1410b8fa5255b6098413e05b377f/response.tiff: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n",
+      "Warning 1: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n",
+      "Warning 1: ../laravel_app/storage/app/chemba/single_images/2024-02-28/1e84c7daad84245d60c0117309786237/response.tiff: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n",
+      "Warning 1: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n",
+      "Warning 1: ../laravel_app/storage/app/chemba/single_images/2024-02-28/0d2f1410b8fa5255b6098413e05b377f/response.tiff: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n",
+      "Warning 1: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n",
+      "Warning 1: ../laravel_app/storage/app/chemba/single_images/2024-02-28/1e84c7daad84245d60c0117309786237/response.tiff: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n",
+      "Warning 1: ../laravel_app/storage/app/chemba/single_images/2024-02-28/0d2f1410b8fa5255b6098413e05b377f/response.tiff: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n",
+      "Warning 1: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n",
+      "Warning 1: ../laravel_app/storage/app/chemba/single_images/2024-02-29/08baa805ee5178e3b20ff5f04f1481c6/response.tiff: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n",
+      "Warning 1: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n",
+      "Warning 1: ../laravel_app/storage/app/chemba/single_images/2024-02-29/d0d870079653f92c754e85f897b7f7b6/response.tiff: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n",
+      "Warning 1: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n",
+      "Warning 1: ../laravel_app/storage/app/chemba/single_images/2024-02-29/08baa805ee5178e3b20ff5f04f1481c6/response.tiff: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n",
+      "Warning 1: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n",
+      "Warning 1: ../laravel_app/storage/app/chemba/single_images/2024-02-29/d0d870079653f92c754e85f897b7f7b6/response.tiff: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n",
+      "Warning 1: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n",
+      "Warning 1: ../laravel_app/storage/app/chemba/single_images/2024-02-29/08baa805ee5178e3b20ff5f04f1481c6/response.tiff: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "['../laravel_app/storage/app/chemba/single_images/2024-02-29/08baa805ee5178e3b20ff5f04f1481c6/response.tiff', '../laravel_app/storage/app/chemba/single_images/2024-02-29/d0d870079653f92c754e85f897b7f7b6/response.tiff']\n",
+      "['../laravel_app/storage/app/chemba/single_images/2024-03-01/64455452d2ff2d41bae9e25445244dec/response.tiff', '../laravel_app/storage/app/chemba/single_images/2024-03-01/cf97b72e82132dca014a764f85f3ea05/response.tiff']\n"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "Warning 1: ../laravel_app/storage/app/chemba/single_images/2024-02-29/d0d870079653f92c754e85f897b7f7b6/response.tiff: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n",
+      "Warning 1: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n",
+      "Warning 1: ../laravel_app/storage/app/chemba/single_images/2024-03-01/64455452d2ff2d41bae9e25445244dec/response.tiff: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n",
+      "Warning 1: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n",
+      "Warning 1: ../laravel_app/storage/app/chemba/single_images/2024-03-01/cf97b72e82132dca014a764f85f3ea05/response.tiff: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n",
+      "Warning 1: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n",
+      "Warning 1: ../laravel_app/storage/app/chemba/single_images/2024-03-01/64455452d2ff2d41bae9e25445244dec/response.tiff: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n",
+      "Warning 1: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n",
+      "Warning 1: ../laravel_app/storage/app/chemba/single_images/2024-03-01/cf97b72e82132dca014a764f85f3ea05/response.tiff: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n",
+      "Warning 1: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n",
+      "Warning 1: ../laravel_app/storage/app/chemba/single_images/2024-03-01/64455452d2ff2d41bae9e25445244dec/response.tiff: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n",
+      "Warning 1: ../laravel_app/storage/app/chemba/single_images/2024-03-01/cf97b72e82132dca014a764f85f3ea05/response.tiff: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n",
+      "Warning 1: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n"
+     ]
+    }
+   ],
    "source": [
     "for slot in slots:\n",
     "    merge_files(slot)"
@@ -555,10 +945,19 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 32,
    "id": "cb3fa856-a550-4899-844a-e69209bba3ad",
    "metadata": {},
-   "outputs": [],
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Emptied folder: ../laravel_app/storage/app/chemba/merged_virtual\n",
+      "Emptied folder: ../laravel_app/storage/app/chemba/single_images\n"
+     ]
+    }
+   ],
    "source": [
     "\n",
     "import shutil\n",
@@ -603,6 +1002,14 @@
     "\n",
     "empty_folders(folders_to_empty)"
    ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "d7989454-7634-4116-ad8e-82ca3cbefc0f",
+   "metadata": {},
+   "outputs": [],
+   "source": []
   }
  ],
  "metadata": {
diff --git a/r_app/2_CI_data_prep.R b/r_app/2_CI_data_prep.R
index cc3f098..48f0f54 100644
--- a/r_app/2_CI_data_prep.R
+++ b/r_app/2_CI_data_prep.R
@@ -1,4 +1,5 @@
 # activeer de renv omgeving;
+
 renv::activate('~/smartCane/r_app')
 renv::restore()
 
@@ -24,20 +25,28 @@ weeks_ago <- as.numeric(args[1])
 
 # Controleer of weeks_ago een geldig getal is
 if (is.na(weeks_ago)) {
-  stop("Het argument is geen geldig getal")
+  stop("Het argument weeks_ago is geen geldig getal")
 }
 
-laravel_storage_dir <- here("../laravel_app/storage/app")
+# Converteer het tweede argument naar een string waarde
+project_dir <- as.character(args[2])
+
+# Controleer of data_dir een geldige waarde is
+if (!is.character(project_dir)) {
+  stop("Het argument project_dir is geen geldige string")
+}
+
+laravel_storage_dir <- here("../laravel_app/storage/app", project_dir)
 #preparing directories
-planet_tif_folder <- here(laravel_storage_dir, "chemba/merged_tif")
-merged_final <- here(laravel_storage_dir, "chemba/merged_final_tif")
+planet_tif_folder <- here(laravel_storage_dir, "merged_tif")
+merged_final <- here(laravel_storage_dir, "merged_final_tif")
 
 data_dir <- here(laravel_storage_dir, "Data")
 extracted_CI_dir <- here(data_dir, "extracted_ci")
 daily_CI_vals_dir <- here(extracted_CI_dir, "daily_vals")
 cumulative_CI_vals_dir <- here(extracted_CI_dir, "cumulative_vals")
 
-weekly_CI_mosaic <- here(laravel_storage_dir, "chemba/weekly_mosaic")
+weekly_CI_mosaic <- here(laravel_storage_dir, "weekly_mosaic")
 daily_vrt <- here(data_dir, "vrt")
 harvest_dir <-  here(data_dir, "HarvestData")
 
diff --git a/r_app/Rplots.pdf b/r_app/Rplots.pdf
index 298c1e4..26a0533 100644
Binary files a/r_app/Rplots.pdf and b/r_app/Rplots.pdf differ
diff --git a/runpython.sh b/runpython.sh
index 6b18259..8afafaa 100755
--- a/runpython.sh
+++ b/runpython.sh
@@ -5,19 +5,22 @@ days=1
 project_dir="chemba_1"
 
 # Loop door alle argumenten
-while [ "$#" -gt 0 ]; do
-    case "$1" in
+for arg in "$@"; do
+    case "$arg" in
         --days=*)
-            days="${1#*=}"
+            days="${arg#*=}"
             ;;
         --date=*)
-            date="${1#*=}"
+            date="${arg#*=}"
             ;;
          --project_dir=*)
-            project_dir="${1#*=}"
+            project_dir="${arg#*=}"
             ;;
+         --bbox=*)
+                    bbox="${arg#*=}"
+                    ;;
         *)
-            echo "Onbekende optie: $1"
+            echo "Onbekende optie: $arg"
             exit 1
             ;;
     esac
@@ -28,6 +31,7 @@ done
 echo "Datum: $date"
 echo "Aantal dagen: $days"
 echo "Project directory: $project_dir"
+echo "BBOX: $bbox"
 
 # Activeer de virtuele omgeving
 script_dir="$(dirname "$0")"
@@ -36,6 +40,7 @@ source "$script_dir/python_app/myenv/bin/activate"
 export DAYS=$days
 export DATE=$date
 export PROJECT_DIR=$project_dir
+export BBOX=$bbox
 
 # Hier kan je verdere stappen toevoegen, zoals het uitvoeren van je Python-script of Jupyter Notebook
 jupyter nbconvert --execute --to script --stdout "$script_dir/python_app/Chemba_download.ipynb"