Spire Global × PT Luwes Inovasi Mandiri

High Resolution Forecast & Soil Moisture Insight

High resolution weather and soil intelligence platform for Indonesia

High-resolution weather modeling platform (~3 km) for Indonesia, providing hourly forecasts up to 6 days ahead using satellite and ground station data integration.

Indonesia Domain

3 km Resolution & Hourly Output

Data Update 2× Daily

Advanced Satellite & Ground Data Assimilation

Platform Overview

Weather intelligence and soil moisture platform based on multi-source data fusion, combining global satellite data, ground sensors, and numerical atmospheric models to produce accurate and stable operational predictions.

Hourly Weather Forecast up to 6 Days
Soil Moisture Multi Layer Insight
Satellite and Ground Station Integration
API, Web Map, and Raster Layer Access
Luwes Precision Farming Intelligence Dashboard

Indonesia National Coverage

Full Indonesia Territory Coverage
Tropical Climate Optimized Model
Maritime and Land Surface Hybrid Modeling
Indonesia Weather Forecast Coverage Map
AgricultureGovernmentDisaster MitigationEnergyAviationMaritimeSmart City

Data Specification

Domain

Indonesia Coverage

Spatial Resolution

Weather: ~3 km

Soil Moisture:

  • 6 km Global
  • 500 m Regional
  • 100 m High Detail

Temporal Resolution

Output: Hourly

Update: 2× Daily

Forecast Horizon: Up to 6 Days

Data Delivery

  • REST API
  • Web Map Visualization
  • Raster Layer
  • Dashboard Integration

Data Source & Assimilation

Satellite Sources

  • GNSS-R Observation
  • Microwave Soil Moisture
  • Radar Satellite Observation
  • Atmospheric Sounding Data

Ground Sources

  • Weather Station Network
  • Rain Gauge Network
  • Environmental IoT Sensors
  • Hydrology and Soil Sensors

Satellite

Data Fusion

Atmospheric Model

Output

Soil Moisture Intelligence

Main Parameters

  • Volumetric Water Content
  • Soil Moisture Index
  • Root Zone Moisture
  • Surface Moisture Monitoring

Use Cases

Precision Irrigation

Drought Monitoring

Flood Risk Monitoring

Land Productivity Optimization

Soil Moisture Map Visualization

Weather Forecast Parameters

Core Weather Parameters

  • Precipitation
  • Temperature
  • Wind Multi Level
  • Relative Humidity
  • Cloud Cover
  • Solar Radiation

Advanced Atmospheric Parameters

  • CAPE, DCAPE, CIN
  • Vertical Wind Shear
  • Storm Helicity
  • LCL and LFC
  • Atmospheric Thickness
  • Atmospheric Anomaly Analysis

Technology Advantage

Advanced Satellite Technology

Extended Forecast Stability

Reliable Accuracy

Easy Integration

Customizable Industry Solutions

Decision Intelligence Ready

Integration & Delivery

REST API Access

GIS Integration Ready

Command Center Integration

Enterprise Dashboard Ready

Powering Indonesia with Next Generation Weather and Soil Intelligence

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