{ "main_translations": { "cover_title": { "en": "Satellite Based Field Reporting", "es-mx": "", "pt-br": "", "sw": "" }, "cover_subtitle": { "en": "Cane Supply Office\n\nChlorophyll Index (CI) Monitoring Report — {toupper(params$data_dir)} Estate (Week {if (!is.null(params$week)) params$week else format(as.Date(params$report_date), '%V')}, {format(as.Date(params$report_date), '%Y')})", "es-mx": "", "pt-br": "", "sw": "" }, "report_summary_heading": { "en": "## Report Generated", "es-mx": "", "pt-br": "", "sw": "" }, "report_farm_location": { "en": "**Farm Location:**", "es-mx": "", "pt-br": "", "sw": "" }, "report_period_label": { "en": "**Report Period:** Week {current_week} of {year}", "es-mx": "", "pt-br": "", "sw": "" }, "report_generated_on": { "en": "**Report Generated on:**", "es-mx": "", "pt-br": "", "sw": "" }, "report_farm_size": { "en": "**Farm Size Included in Analysis:** {formatC(total_acreage, format='f', digits=1)} acres", "es-mx": "", "pt-br": "", "sw": "" }, "report_data_source": { "en": "**Data Source:** Planet Labs Satellite Imagery", "es-mx": "", "pt-br": "", "sw": "" }, "report_analysis_type": { "en": "**Analysis Type:** Chlorophyll Index (CI) Monitoring", "es-mx": "", "pt-br": "", "sw": "" }, "key_insights": { "en": "## Key Insights", "es-mx": "", "pt-br": "", "sw": "" }, "insight_excellent_unif": { "en": "- {excellent_pct}% of fields have excellent uniformity (CV < 0.08)", "es-mx": "", "pt-br": "", "sw": "" }, "insight_good_unif": { "en": "- {good_pct}% of fields have good uniformity (CV < 0.15)", "es-mx": "", "pt-br": "", "sw": "" }, "insight_improving": { "en": "- {round(improving_acreage, 1)} acres ({improving_pct}%) of farm area is improving week-over-week", "es-mx": "", "pt-br": "", "sw": "" }, "insight_declining": { "en": "- {round(declining_acreage, 1)} acres ({declining_pct}%) of farm area is declining week-over-week", "es-mx": "", "pt-br": "", "sw": "" }, "kpi_na_insights": { "en": "KPI data not available for key insights.", "es-mx": "", "pt-br": "", "sw": "" }, "report_structure_heading": { "en": "## Report Structure", "es-mx": "", "pt-br": "", "sw": "" }, "report_structure_body": { "en": "**Section 1:** Cane supply zone analyses, summaries and Key Performance Indicators (KPIs)\n**Section 2:** Explanation of the report, definitions, methodology, and CSV export structure", "es-mx": "", "pt-br": "", "sw": "" }, "section_i": { "en": "# Section 1: Farm-wide Analyses and KPIs", "es-mx": "", "pt-br": "", "sw": "" }, "section_1_1": { "en": "## 1.1 Overview of cane supply area, showing zones with number of acres being harvest ready", "es-mx": "", "pt-br": "", "sw": "" }, "section_1_2": { "en": "## 1.2 Key Performance Indicators", "es-mx": "", "pt-br": "", "sw": "" }, "kpi_empty": { "en": "KPI summary data available but is empty/invalid.", "es-mx": "", "pt-br": "", "sw": "" }, "kpi_unavailable": { "en": "KPI summary data not available.", "es-mx": "", "pt-br": "", "sw": "" }, "metadata": { "en": "## Report Metadata", "es-mx": "", "pt-br": "", "sw": "" }, "disclaimer": { "en": "*This report was automatically generated by the SmartCane monitoring system. For questions or additional analysis, please contact the technical team at info@smartcane.ag.*", "es-mx": "", "pt-br": "", "sw": "" }, "section_2_heading": { "en": "# Section 2: Support Document for weekly SmartCane data package.", "es-mx": "", "pt-br": "", "sw": "" }, "about_doc_heading": { "en": "## 1. About This Document", "es-mx": "", "pt-br": "", "sw": "" }, "about_doc_body": { "en": "This document is the support document to the SmartCane data file. It includes the definitions, explanatory calculations and suggestions for interpretations of the data as provided. For additional questions please feel free to contact SmartCane support, through your contact person, or via info@smartcane.ag.", "es-mx": "", "pt-br": "", "sw": "" }, "about_data_heading": { "en": "## 2. About the Data File", "es-mx": "", "pt-br": "", "sw": "" }, "about_data_body": { "en": "The data file is automatically populated based on normalized and indexed remote sensing images of provided polygons. Specific SmartCane algorithms provide tailored calculation results developed to support the sugarcane operations by:", "es-mx": "", "pt-br": "", "sw": "" }, "about_data_bullet_harvest": { "en": "Supporting harvest planning mill-field logistics to ensure optimal tonnage and sucrose levels", "es-mx": "", "pt-br": "", "sw": "" }, "about_data_bullet_monitoring": { "en": "Monitoring of the crop growth rates on the farm, providing evidence of performance", "es-mx": "", "pt-br": "", "sw": "" }, "about_data_bullet_identifying": { "en": "Identifying growth-related issues that are in need of attention", "es-mx": "", "pt-br": "", "sw": "" }, "about_data_bullet_enabling": { "en": "Enabling timely actions to minimize negative impact", "es-mx": "", "pt-br": "", "sw": "" }, "about_data_key_features": { "en": "Key Features of the data file: - High-resolution satellite imagery analysis - Week-over-week change detection - Individual field performance metrics - Actionable insights for crop management.", "es-mx": "", "pt-br": "", "sw": "" }, "ci_section_heading": { "en": "#### *What is the Chlorophyll Index (CI)?*", "es-mx": "", "pt-br": "", "sw": "" }, "ci_intro_body": { "en": "The Chlorophyll Index (CI) is a vegetation index that measures the relative amount of chlorophyll in plant leaves. Chlorophyll is the green pigment responsible for photosynthesis in plants. Higher CI values indicate:", "es-mx": "", "pt-br": "", "sw": "" }, "ci_bullet_photosynthetic": { "en": "Greater photosynthetic activity", "es-mx": "", "pt-br": "", "sw": "" }, "ci_bullet_healthy": { "en": "Healthier plant tissue", "es-mx": "", "pt-br": "", "sw": "" }, "ci_bullet_nitrogen": { "en": "Better nitrogen uptake", "es-mx": "", "pt-br": "", "sw": "" }, "ci_bullet_vigorous": { "en": "More vigorous crop growth", "es-mx": "", "pt-br": "", "sw": "" }, "ci_range_body": { "en": "CI values typically range from 0 (bare soil or severely stressed vegetation) to 7+ (very healthy, dense vegetation). For sugarcane, values between 3-7 generally indicate good crop health, depending on the growth stage.", "es-mx": "", "pt-br": "", "sw": "" }, "data_structure_heading": { "en": "### Data File Structure and Columns", "es-mx": "", "pt-br": "", "sw": "" }, "data_structure_intro": { "en": "The data file is organized in rows, one row per agricultural field (polygon), and columns, providing field data, actual measurements, calculation results and descriptions. The data file can be directly integrated with existing farm management systems for further analysis. Each column is described hereunder:", "es-mx": "", "pt-br": "", "sw": "" }, "col_field_id_desc": { "en": "Unique identifier for a cane field combining field name and sub-field number. This can be the same as Field_Name but is also helpful in keeping track of cane fields should they change, split or merge.", "es-mx": "", "pt-br": "", "sw": "" }, "col_farm_section_desc": { "en": "Sub-area or section name", "es-mx": "", "pt-br": "", "sw": "" }, "col_field_name_desc": { "en": "Client name or label assigned to a cane field.", "es-mx": "", "pt-br": "", "sw": "" }, "col_acreage_desc": { "en": "Field size in acres", "es-mx": "", "pt-br": "", "sw": "" }, "col_status_trigger_desc": { "en": "Shows changes in crop status worth alerting. More detailed explanation of the possible alerts is written down under key concepts.", "es-mx": "", "pt-br": "", "sw": "" }, "col_last_harvest_desc": { "en": "Date of most recent harvest as per satellite detection algorithm / or manual entry", "es-mx": "", "pt-br": "", "sw": "" }, "col_age_week_desc": { "en": "Time elapsed since planting/harvest in weeks; used to predict expected growth phases. Reflects planting/harvest date.", "es-mx": "", "pt-br": "", "sw": "" }, "col_phase_desc": { "en": "Current growth phase (e.g., germination, tillering, stem elongation, grain fill, mature) inferred from crop age", "es-mx": "", "pt-br": "", "sw": "" }, "col_germination_progress_desc": { "en": "Estimated percentage or stage of germination/emergence based on CI patterns and age. This goes for young fields (age < 4 months). Remains at 100% when finished.", "es-mx": "", "pt-br": "", "sw": "" }, "col_mean_ci_desc": { "en": "Average Chlorophyll Index value across the field; higher values indicate healthier, greener vegetation. Calculated on a 7-day merged weekly image.", "es-mx": "", "pt-br": "", "sw": "" }, "col_weekly_ci_change_desc": { "en": "Week-over-week change in Mean_CI; positive values indicate greening/growth, negative values indicate yellowing/decline", "es-mx": "", "pt-br": "", "sw": "" }, "col_four_week_trend_desc": { "en": "Long term change in mean CI; smoothed trend (strong growth, growth, no growth, decline, strong decline)", "es-mx": "", "pt-br": "", "sw": "" }, "col_ci_range_desc": { "en": "Min-max Chlorophyll Index values within the field; wide ranges indicate spatial heterogeneity/patches. Derived from week mosaic.", "es-mx": "", "pt-br": "", "sw": "" }, "col_ci_percentiles_desc": { "en": "The CI-range without border effects", "es-mx": "", "pt-br": "", "sw": "" }, "col_cv_desc": { "en": "Coefficient of variation of CI; measures field uniformity (lower = more uniform, >0.25 = poor uniformity). Derived from week mosaic. In percentages.", "es-mx": "", "pt-br": "", "sw": "" }, "col_cv_trend_short_desc": { "en": "Trend of CV over two weeks. Indicating short-term heterogeneity.", "es-mx": "", "pt-br": "", "sw": "" }, "col_cv_trend_long_desc": { "en": "Slope of 8-week trend line.", "es-mx": "", "pt-br": "", "sw": "" }, "col_imminent_prob_desc": { "en": "Probability (0-1) that the field is ready for harvest based on LSTM harvest model predictions", "es-mx": "", "pt-br": "", "sw": "" }, "col_cloud_pct_desc": { "en": "Percentage of field visible in the satellite image (unobstructed by clouds); lower values indicate poor data quality", "es-mx": "", "pt-br": "", "sw": "" }, "col_cloud_category_desc": { "en": "Classification of cloud cover level (e.g., clear, partial, heavy); indicates confidence in CI measurements", "es-mx": "", "pt-br": "", "sw": "" }, "key_concepts_heading": { "en": "# 3. Key Concepts", "es-mx": "", "pt-br": "", "sw": "" }, "growth_phases_heading": { "en": "#### *Growth Phases (Age-Based)*", "es-mx": "", "pt-br": "", "sw": "" }, "growth_phases_intro": { "en": "Each field is assigned to one of four growth phases based on age in weeks since planting:", "es-mx": "", "pt-br": "", "sw": "" }, "germination_age_range": { "en": "0-6 weeks", "es-mx": "", "pt-br": "", "sw": "" }, "tillering_age_range": { "en": "4-16 weeks", "es-mx": "", "pt-br": "", "sw": "" }, "grand_growth_age_range": { "en": "17-39 weeks", "es-mx": "", "pt-br": "", "sw": "" }, "maturation_age_range": { "en": "39+ weeks", "es-mx": "", "pt-br": "", "sw": "" }, "germination_characteristics": { "en": "Crop emergence and early establishment; high variability expected", "es-mx": "", "pt-br": "", "sw": "" }, "tillering_characteristics": { "en": "Shoot multiplication and plant establishment; rapid growth phase", "es-mx": "", "pt-br": "", "sw": "" }, "grand_growth_characteristics": { "en": "Peak vegetative growth; maximum height and biomass accumulation", "es-mx": "", "pt-br": "", "sw": "" }, "maturation_characteristics": { "en": "Ripening phase; sugar accumulation and preparation for harvest", "es-mx": "", "pt-br": "", "sw": "" }, "status_alert_heading": { "en": "#### *Status Alert*", "es-mx": "", "pt-br": "", "sw": "" }, "status_alert_intro": { "en": "Status alerts indicate the current field condition based on CI and age-related patterns. Each field receives **one alert** reflecting its most relevant status:", "es-mx": "", "pt-br": "", "sw": "" }, "harvest_ready_condition": { "en": "Harvest model > 0.50 and crop is mature", "es-mx": "", "pt-br": "", "sw": "" }, "harvest_ready_phase_info": { "en": "Active from 52 weeks onwards", "es-mx": "", "pt-br": "", "sw": "" }, "harvest_ready_msg": { "en": "Ready for harvest-check", "es-mx": "", "pt-br": "", "sw": "" }, "harvested_bare_condition": { "en": "Field of 50 weeks or older either shows mean CI values lower than 1.5 (for a maximum of three weeks) OR drops from higher CI to lower than 1.5. Alert drops if CI rises and passes 1.5 again", "es-mx": "", "pt-br": "", "sw": "" }, "harvested_bare_phase_info": { "en": "Maturation (39+)", "es-mx": "", "pt-br": "", "sw": "" }, "harvested_bare_msg": { "en": "Harvested or bare field", "es-mx": "", "pt-br": "", "sw": "" }, "stress_condition": { "en": "Mean CI on field drops by 2+ points but field mean CI remains higher than 1.5", "es-mx": "", "pt-br": "", "sw": "" }, "stress_phase_info": { "en": "Any", "es-mx": "", "pt-br": "", "sw": "" }, "stress_msg": { "en": "Strong decline in crop health", "es-mx": "", "pt-br": "", "sw": "" }, "harvest_date_heading": { "en": "#### *Harvest Date and Harvest Imminent*", "es-mx": "", "pt-br": "", "sw": "" }, "harvest_date_body_1": { "en": "The SmartCane algorithm calculates the last harvest date and the probability of harvest approaching in the next 4 weeks. Two different algorithms are used.", "es-mx": "", "pt-br": "", "sw": "" }, "harvest_date_body_2": { "en": "The **last harvest date** is a timeseries analysis of the CI levels of the past years, based on clean factory managed fields as data set for the machine learning, a reliability of over 90% has been reached. Smallholder managed fields of small size (0.3 acres) have specific side effects and field management characteristics, that influence the model results.", "es-mx": "", "pt-br": "", "sw": "" }, "harvest_date_body_3": { "en": "**Imminent_probability** of harvest is a prediction algorithm, estimating the likelihood of a crop ready to be harvested in the near future. This prediction takes the CI-levels into consideration, building on the vegetative development of sugarcane in the last stage of Maturation, where all sucrose is pulled into the stalk, depleting the leaves from energy and productive function, reducing the levels of CI in the leaf tissue.", "es-mx": "", "pt-br": "", "sw": "" }, "harvest_date_body_4": { "en": "Both algorithms are not always in sync, and can have contradictory results. Wider field characteristics analysis is suggested if such contradictory calculation results occur.", "es-mx": "", "pt-br": "", "sw": "" } }, "status_translations": { "PHASE DISTRIBUTION": { "en": "Phase Distribution", "es-mx": "", "pt-br": "", "sw": "" }, "OPERATIONAL ALERTS": { "en": "Operational Alerts", "es-mx": "", "pt-br": "", "sw": "" }, "AREA CHANGE": { "en": "Area Change", "es-mx": "", "pt-br": "", "sw": "" }, "CLOUD INFLUENCE": { "en": "Cloud Influence", "es-mx": "", "pt-br": "", "sw": "" }, "TOTAL FARM": { "en": "Total Farm", "es-mx": "", "pt-br": "", "sw": "" }, "Germination": { "en": "Germination", "es-mx": "", "pt-br": "", "sw": "" }, "Tillering": { "en": "Tillering", "es-mx": "", "pt-br": "", "sw": "" }, "Grand Growth": { "en": "Grand Growth", "es-mx": "", "pt-br": "", "sw": "" }, "Maturation": { "en": "Maturation", "es-mx": "", "pt-br": "", "sw": "" }, "Unknown Phase": { "en": "Unknown Phase", "es-mx": "", "pt-br": "", "sw": "" }, "harvest_ready": { "en": "Ready for Harvest-Check", "es-mx": "", "pt-br": "", "sw": "" }, "harvested_bare": { "en": "Harvested / Bare Field", "es-mx": "", "pt-br": "", "sw": "" }, "stress_detected": { "en": "Stress Detected", "es-mx": "", "pt-br": "", "sw": "" }, "germination_delayed": { "en": "Germination Delayed", "es-mx": "", "pt-br": "", "sw": "" }, "growth_on_track": { "en": "Growth on Track", "es-mx": "", "pt-br": "", "sw": "" }, "No active triggers": { "en": "No Active Triggers", "es-mx": "", "pt-br": "", "sw": "" }, "Improving": { "en": "Improving", "es-mx": "", "pt-br": "", "sw": "" }, "Stable": { "en": "Stable", "es-mx": "", "pt-br": "", "sw": "" }, "Declining": { "en": "Declining", "es-mx": "", "pt-br": "", "sw": "" }, "Total Acreage": { "en": "Total Acreage", "es-mx": "", "pt-br": "", "sw": "" }, "kpi_na": { "en": "KPI data not available for {project_dir} on this date.", "es-mx": "", "pt-br": "", "sw": "" } }, "figure_translations": { "kpi_col_category": { "en": "KPI Category", "es-mx": "", "pt-br": "", "sw": "" }, "kpi_col_item": { "en": "Item", "es-mx": "", "pt-br": "", "sw": "" }, "kpi_col_acreage": { "en": "Acreage", "es-mx": "", "pt-br": "", "sw": "" }, "kpi_col_percent": { "en": "Percentage of Total Fields", "es-mx": "", "pt-br": "", "sw": "" }, "kpi_col_fields": { "en": "# Fields", "es-mx": "", "pt-br": "", "sw": "" }, "hexbin_legend_acres": { "en": "Total Acres", "es-mx": "", "pt-br": "", "sw": "" }, "hexbin_subtitle": { "en": "Acres of fields 'harvest ready within a month'", "es-mx": "", "pt-br": "", "sw": "" }, "hexbin_not_ready": { "en": "Not harvest ready", "es-mx": "", "pt-br": "", "sw": "" }, "metadata_caption": { "en": "Report Metadata", "es-mx": "", "pt-br": "", "sw": "" }, "metric": { "en": "Metric", "es-mx": "", "pt-br": "", "sw": "" }, "value": { "en": "Value", "es-mx": "", "pt-br": "", "sw": "" }, "report_gen": { "en": "Report Generated", "es-mx": "", "pt-br": "", "sw": "" }, "data_source": { "en": "Data Source", "es-mx": "", "pt-br": "", "sw": "" }, "analysis_period": { "en": "Analysis Period", "es-mx": "", "pt-br": "", "sw": "" }, "tot_fields_number": { "en": "Total Fields [number]", "es-mx": "", "pt-br": "", "sw": "" }, "tot_area_acres": { "en": "Total Area [acres]", "es-mx": "", "pt-br": "", "sw": "" }, "next_update": { "en": "Next Update", "es-mx": "", "pt-br": "", "sw": "" }, "service_provided": { "en": "Service provided", "es-mx": "", "pt-br": "", "sw": "" }, "service_start": { "en": "Starting date service", "es-mx": "", "pt-br": "", "sw": "" }, "next_wed": { "en": "Next Wednesday", "es-mx": "", "pt-br": "", "sw": "" }, "week": { "en": "Week", "es-mx": "", "pt-br": "", "sw": "" }, "of": { "en": "of", "es-mx": "", "pt-br": "", "sw": "" }, "project": { "en": "Project", "es-mx": "", "pt-br": "", "sw": "" }, "cane_supply_service": { "en": "Cane Supply Office - Weekly", "es-mx": "", "pt-br": "", "sw": "" }, "unknown": { "en": "Unknown", "es-mx": "", "pt-br": "", "sw": "" }, "no_field_data": { "en": "No field-level KPI data available for this report period.", "es-mx": "", "pt-br": "", "sw": "" } } }