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map SINAG Open Data & Map Library

Map Resources & Datasets

Open Datasets

Explore and download high-resolution raster models, Combined Drought Indices (CDI), and AI-based crop delineation products developed by SARAI Central Luzon. Freely available to support data-driven agricultural planning.

AI-Based Delineation Products

AI-derived crop boundaries and classification models

7 products available
Region III (Central Luzon) Map
layers
GeoTIFF • AI Model

AI Based Crop Delineation - Region III (Central Luzon), Zambales - 2026-04-10 05:04:11

location_on Region III (Central Luzon)
Uploaded: Apr 10, 2026
layers

AI Based Crop Delineation - Region III (Central Luzon), Zambales - 2026-04-10 05:04:11

location_on Region III (Central Luzon)

Model Metadata

remarks Annual Crop Prediction using Google Embeddings V1 and Principal Component Classification Pipeline
province Zambales
resources Satellite Embedding V1
description Annual Crop Area with 10x10m spatial resolution. Indicative field for Rice, Corn, Root Crops, Legumes, Vegetables, and Other Fibers
municipality Iba (Capital)
download Download Dataset
Region III (Central Luzon) Map
layers
GeoTIFF • AI Model

AI Based Crop Delineation - Region III (Central Luzon), Tarlac - 2026-04-10 05:03:40

location_on Region III (Central Luzon)
Uploaded: Apr 10, 2026
layers

AI Based Crop Delineation - Region III (Central Luzon), Tarlac - 2026-04-10 05:03:40

location_on Region III (Central Luzon)

Model Metadata

remarks Annual Crop Prediction using Google Embeddings V1 and Principal Component Classification Pipeline
province Tarlac
resources Satellite Embedding V1
description Annual Crop Area with 10x10m spatial resolution. Indicative field for Rice, Corn, Root Crops, Legumes, Vegetables, and Other Fibers
municipality City of Tarlac (Capital)
download Download Dataset
Region III (Central Luzon) Map
layers
GeoTIFF • AI Model

AI Based Crop Delineation - Region III (Central Luzon), Pampanga - 2026-04-10 05:03:06

location_on Region III (Central Luzon)
Uploaded: Apr 10, 2026
layers

AI Based Crop Delineation - Region III (Central Luzon), Pampanga - 2026-04-10 05:03:06

location_on Region III (Central Luzon)

Model Metadata

remarks Annual Crop Prediction using Google Embeddings V1 and Principal Component Classification Pipeline
province Pampanga
resources Satellite Embedding V1
description Annual Crop Area with 10x10m spatial resolution. Indicative field for Rice, Corn, Root Crops, Legumes, Vegetables, and Other Fibers
municipality Candaba
download Download Dataset
Region III (Central Luzon) Map
layers
GeoTIFF • AI Model

AI Based Crop Delineation - Region III (Central Luzon), Nueva Ecija - 2026-04-10 05:00:34

location_on Region III (Central Luzon)
Uploaded: Apr 10, 2026
layers

AI Based Crop Delineation - Region III (Central Luzon), Nueva Ecija - 2026-04-10 05:00:34

location_on Region III (Central Luzon)

Model Metadata

remarks Annual Crop Prediction using Google Embeddings V1 and Principal Component Classification Pipeline
province Nueva Ecija
resources Satellite Embedding V1
description Annual Crop Area with 10x10m spatial resolution. Indicative field for Rice, Corn, Root Crops, Legumes, Vegetables, and Other Fibers
municipality Science City of Muñoz
download Download Dataset
Region III (Central Luzon) Map
layers
GeoTIFF • AI Model

AI Based Crop Delineation - Region III (Central Luzon), Bulacan - 2026-04-10 04:57:39

location_on Region III (Central Luzon)
Uploaded: Apr 10, 2026
layers

AI Based Crop Delineation - Region III (Central Luzon), Bulacan - 2026-04-10 04:57:39

location_on Region III (Central Luzon)

Model Metadata

remarks Annual Crop Prediction using Google Embeddings V1 and Principal Component Classification Pipeline
province Bulacan
resources Satellite Embedding V1
description Annual Crop Area with 10x10m spatial resolution. Indicative field for Rice, Corn, Root Crops, Legumes, Vegetables, and Other Fibers
municipality San Miguel
download Download Dataset
Region III (Central Luzon) Map
layers
GeoTIFF • AI Model

AI Based Crop Delineation - Region III (Central Luzon), Bataan - 2026-04-10 04:57:11

location_on Region III (Central Luzon)
Uploaded: Apr 10, 2026
layers

AI Based Crop Delineation - Region III (Central Luzon), Bataan - 2026-04-10 04:57:11

location_on Region III (Central Luzon)

Model Metadata

remarks Annual Crop Prediction using Google Embeddings V1 and Principal Component Classification Pipeline
province Bataan
resources Satellite Embedding V1
description Annual Crop Area with 10x10m spatial resolution. Indicative field for Rice, Corn, Root Crops, Legumes, Vegetables, and Other Fibers
municipality City of Balanga (Capital)
download Download Dataset
Region III (Central Luzon) Map
layers
GeoTIFF • AI Model

AI Based Crop Delineation - Region III (Central Luzon), Aurora - 2026-04-10 04:49:03

location_on Region III (Central Luzon)
Uploaded: Apr 10, 2026
layers

AI Based Crop Delineation - Region III (Central Luzon), Aurora - 2026-04-10 04:49:03

location_on Region III (Central Luzon)

Model Metadata

remarks Annual Crop Prediction using Google Embeddings V1 and Principal Component Classification Pipeline
province Aurora
resources Satellite Embedding V1
description Annual Crop Area with 10x10m spatial resolution. Indicative field for Rice, Corn, Root Crops, Legumes, Vegetables, and Other Fibers
municipality Dingalan
download Download Dataset

Drought Products & CDI Datasets

Combined Drought Index (CDI) products and moisture maps

7 products available
Region III (Central Luzon) Map
water_drop
GeoTIFF

DroughtModel - Region III (Central Luzon), Zambales - 2026-06-08 04:46:16

location_on Region III (Central Luzon)
Uploaded: Jun 08, 2026
water_drop

DroughtModel - Region III (Central Luzon), Zambales - 2026-06-08 04:46:16

Region III (Central Luzon)

Drought Metadata

remarks Agricultural Drought Monitoring using eCDI in Central Luzon
province Zambales
resources Sentinel-2 MultispectralECMWF ERA-5 Climate ReanalysisCHIRPS Precipitation Data
alerttype WatchWarningAlert
description Drought severity measurement using water stress via Soil Moisture Anomaly (SMA), vegetative stress using Fraction of Photosynthetic Absorbed Radiation (fAPAR), and precipitation anomaly using Standardized Precipitation Index (SPI).
municipality Iba
droughtindices SPI-3 (Standardized Precipitation Index - 3 Month Rolling)SMA (Soil Moisture Anomaly)fAPAR (Fraction of Photosynthetic Absorbed Radiation)
download Download CDI Dataset
Region III (Central Luzon) Map
water_drop
GeoTIFF

DroughtModel - Region III (Central Luzon), Bulacan - 2026-06-08 04:45:29

location_on Region III (Central Luzon)
Uploaded: Jun 08, 2026
water_drop

DroughtModel - Region III (Central Luzon), Bulacan - 2026-06-08 04:45:29

Region III (Central Luzon)

Drought Metadata

remarks Agricultural Drought Monitoring using eCDI in Central Luzon
province Bulacan
resources Sentinel-2 MultispectralECMWF ERA-5 Climate ReanalysisCHIRPS Precipitation Data
alerttype WatchWarningAlert
description Drought severity measurement using water stress via Soil Moisture Anomaly (SMA), vegetative stress using Fraction of Photosynthetic Absorbed Radiation (fAPAR), and precipitation anomaly using Standardized Precipitation Index (SPI).
municipality San Miguel
droughtindices SPI-3 (Standardized Precipitation Index - 3 Month Rolling)SMA (Soil Moisture Anomaly)fAPAR (Fraction of Photosynthetic Absorbed Radiation)
download Download CDI Dataset
Region III (Central Luzon) Map
water_drop
GeoTIFF

DroughtModel - Region III (Central Luzon), Pampanga - 2026-06-08 04:44:36

location_on Region III (Central Luzon)
Uploaded: Jun 08, 2026
water_drop

DroughtModel - Region III (Central Luzon), Pampanga - 2026-06-08 04:44:36

Region III (Central Luzon)

Drought Metadata

remarks Agricultural Drought Monitoring using eCDI in Central Luzon
province Pampanga
resources Sentinel-2 MultispectralECMWF ERA-5 Climate ReanalysisCHIRPS Precipitation Data
alerttype WatchWarningAlert
description Drought severity measurement using water stress via Soil Moisture Anomaly (SMA), vegetative stress using Fraction of Photosynthetic Absorbed Radiation (fAPAR), and precipitation anomaly using Standardized Precipitation Index (SPI).
municipality Candaba
droughtindices SPI-3 (Standardized Precipitation Index - 3 Month Rolling)SMA (Soil Moisture Anomaly)fAPAR (Fraction of Photosynthetic Absorbed Radiation)
download Download CDI Dataset
Region III (Central Luzon) Map
water_drop
GeoTIFF

DroughtModel - Region III (Central Luzon), Tarlac - 2026-06-08 04:44:02

location_on Region III (Central Luzon)
Uploaded: Jun 08, 2026
water_drop

DroughtModel - Region III (Central Luzon), Tarlac - 2026-06-08 04:44:02

Region III (Central Luzon)

Drought Metadata

remarks Agricultural Drought Monitoring using eCDI in Central Luzon
province Tarlac
resources Sentinel-2 MultispectralECMWF ERA-5 Climate ReanalysisCHIRPS Precipitation Data
alerttype WatchWarningAlert
description Drought severity measurement using water stress via Soil Moisture Anomaly (SMA), vegetative stress using Fraction of Photosynthetic Absorbed Radiation (fAPAR), and precipitation anomaly using Standardized Precipitation Index (SPI).
municipality Tarlac City
droughtindices SPI-3 (Standardized Precipitation Index - 3 Month Rolling)SMA (Soil Moisture Anomaly)fAPAR (Fraction of Photosynthetic Absorbed Radiation)
download Download CDI Dataset
Region III (Central Luzon) Map
water_drop
GeoTIFF

DroughtModel - Region III (Central Luzon), Nueva Ecija - 2026-06-08 04:42:56

location_on Region III (Central Luzon)
Uploaded: Jun 08, 2026
water_drop

DroughtModel - Region III (Central Luzon), Nueva Ecija - 2026-06-08 04:42:56

Region III (Central Luzon)

Drought Metadata

remarks Agricultural Drought Monitoring using eCDI in Central Luzon
province Nueva Ecija
resources Sentinel-2 MultispectralECMWF ERA-5 Climate ReanalysisCHIRPS Precipitation Data
alerttype WatchWarningAlert
description Drought severity measurement using water stress via Soil Moisture Anomaly (SMA), vegetative stress using Fraction of Photosynthetic Absorbed Radiation (fAPAR), and precipitation anomaly using Standardized Precipitation Index (SPI).
municipality Science City of Munoz
droughtindices SPI-3 (Standardized Precipitation Index - 3 Month Rolling)SMA (Soil Moisture Anomaly)fAPAR (Fraction of Photosynthetic Absorbed Radiation)
download Download CDI Dataset
Region III (Central Luzon) Map
water_drop
GeoTIFF

DroughtModel - Region III (Central Luzon), Aurora - 2026-06-08 04:41:39

location_on Region III (Central Luzon)
Uploaded: Jun 08, 2026
water_drop

DroughtModel - Region III (Central Luzon), Aurora - 2026-06-08 04:41:39

Region III (Central Luzon)

Drought Metadata

remarks Agricultural Drought Monitoring using eCDI in Central Luzon
province Aurora
resources Sentinel-2 MultispectralECMWF ERA-5 Climate ReanalysisCHIRPS Precipitation Data
alerttype WatchWarningAlert
description Drought severity measurement using water stress via Soil Moisture Anomaly (SMA), vegetative stress using Fraction of Photosynthetic Absorbed Radiation (fAPAR), and precipitation anomaly using Standardized Precipitation Index (SPI).
municipality Dingalan
droughtindices SPI-3 (Standardized Precipitation Index - 3 Month Rolling)SMA (Soil Moisture Anomaly)fAPAR (Fraction of Photosynthetic Absorbed Radiation)
download Download CDI Dataset
Region III (Central Luzon) Map
water_drop
GeoTIFF

DroughtModel - Region III (Central Luzon), Bataan - 2026-06-02 08:29:20

location_on Region III (Central Luzon)
Uploaded: Jun 02, 2026
water_drop

DroughtModel - Region III (Central Luzon), Bataan - 2026-06-02 08:29:20

Region III (Central Luzon)

Drought Metadata

remarks Agricultural Drought Monitoring using eCDI in Central Luzon
province Bataan
resources Sentinel-2 MultispectralECMWF ERA-5 Climate ReanalysisCHIRPS Precipitation Data
alerttype WatchWarningAlert
description Drought severity measurement using water stress via Soil Moisture Anomaly (SMA), vegetative stress using Fraction of Photosynthetic Absorbed Radiation (fAPAR), and precipitation anomaly using Standardized Precipitation Index (SPI).
municipality Balanga City
droughtindices SPI-3 (Standardized Precipitation Index - 3 Month Rolling)SMA (Soil Moisture Anomaly)fAPAR (Fraction of Photosynthetic Absorbed Radiation)
download Download CDI Dataset
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