SmartCane/python_app
Timon 1da5c0d0a7 Add weather API comparison scripts for precipitation analysis
- Implemented `weather_api_comparison.py` to compare daily precipitation from multiple weather APIs for Arnhem, Netherlands and Angata, Kenya.
- Integrated fetching functions for various weather data sources including Open-Meteo, NASA POWER, OpenWeatherMap, and WeatherAPI.com.
- Added plotting functions to visualize archive and forecast data, including cumulative precipitation and comparison against ERA5 reference.
- Created `90_rainfall_utils.R` for R to fetch rainfall data and overlay it on CI plots, supporting multiple providers with a generic fetch wrapper.
- Included spatial helpers for efficient API calls based on unique geographical tiles.
2026-03-12 17:30:01 +01:00
..
00_download_8band_pu_optimized.py wip 2026-02-10 19:56:57 +01:00
01_planet_download.ipynb updated whole workflow and architercutre md 2026-01-12 09:34:13 +01:00
22_harvest_baseline_prediction.py Update terminology from DOY to DAH across multiple scripts and reports for consistency in crop age calculations 2026-02-18 09:36:54 +01:00
23_convert_harvest_format.py Add script 23: Convert harvest format from production to standard, remove diagnostic script 2026-01-15 09:28:13 +01:00
31_harvest_imminent_weekly.py Refactor full pipeline script to include intelligent checking of existing outputs and dynamic execution of scripts. Added new Python scripts for RGB validation and evaluation template creation. Enhanced error handling and logging throughout the pipeline. 2026-01-27 08:58:06 +01:00
batch_rgb_validation_top_fields_v3.py Refactor full pipeline script to include intelligent checking of existing outputs and dynamic execution of scripts. Added new Python scripts for RGB validation and evaluation template creation. Enhanced error handling and logging throughout the pipeline. 2026-01-27 08:58:06 +01:00
create_rgb_evaluation_template.py Refactor full pipeline script to include intelligent checking of existing outputs and dynamic execution of scripts. Added new Python scripts for RGB validation and evaluation template creation. Enhanced error handling and logging throughout the pipeline. 2026-01-27 08:58:06 +01:00
download_planet_missing_dates.py updating inbetween stuff, not finished yet 2026-02-02 12:07:10 +01:00
environment_pytorch.yml Update environment configuration and requirements; specify package versions and clean up dependencies 2026-02-24 15:19:58 +01:00
harvest_date_pred_utils.py Refactor KPI calculations and reporting utilities; normalize field details columns, update area change metrics, and enhance .gitignore for PNG exceptions. 2026-02-18 13:26:32 +01:00
model_307.pt updated code to fit in workflow better 2026-01-12 16:33:23 +01:00
model_config.json Refactor field analysis utilities and reporting; update column names for alerts, enhance directory setup, and improve KPI calculation robustness. 2026-02-18 14:53:44 +01:00
model_scalers.pkl updated code to fit in workflow better 2026-01-12 16:33:23 +01:00
requirements_darwin.txt wip 2023-10-22 21:45:20 +02:00
requirements_harvest.txt Update environment configuration and requirements; specify package versions and clean up dependencies 2026-02-24 15:19:58 +01:00
requirements_linux.txt wip 2023-10-22 21:45:20 +02:00
requirements_old.txt wip 2023-10-18 22:01:14 +02:00
rgb_visualization.py Refactor full pipeline script to include intelligent checking of existing outputs and dynamic execution of scripts. Added new Python scripts for RGB validation and evaluation template creation. Enhanced error handling and logging throughout the pipeline. 2026-01-27 08:58:06 +01:00
weather_api_comparison.py Add weather API comparison scripts for precipitation analysis 2026-03-12 17:30:01 +01:00