Agriculture and land monitoring
Crop monitoring, area estimation, seasonal crop mapping, land use and land cover mapping.
Explore agriculture and land monitoring →Satellite to decision
Satellite analysis,
verified on the ground
LSGA combines satellite imagery, machine learning and field verification to deliver reliable information on agriculture, land and climate risk, in places where ground data is limited.
Satellite imageLSGA land cover map🟩 Agriculture🟨 Orchards🟥 Rangeland🟦 Water
The gap we close
Reliable land information
for real-world decisions
In many places, up-to-date and reliable ground data is limited. LSGA combines satellite data, advanced analytics and field verification to bridge this gap, providing trusted information for agriculture, land management and climate risk.
From satellite data to trusted information
Focused on agriculture, land and climate risk
Supporting better decisions on the ground
What we do
Two main areas of service
Geospatial services built around practical evidence and transparent methods.
Explore agriculture and land monitoring →Climate risk and hazard assessment
Drought, flood and other hazard assessment using satellite data and climate data.
Explore climate risk and hazard assessment →Geospatial project monitoring and verification
Independent monitoring using satellite imagery, field surveys and data analysis for transparent, objective information.
From satellite to decision
Our four-step process
01
Data
- Optical satellites
- Radar (SAR)
- High-resolution imagery
- Drone imagery
02
Analysis
- AI and machine learning
- Time series analysis
- Change detection
- Cloud processing
03
Field verification
- GPS ground truth
- Field surveys
- Accuracy checks
- Limits reported
04
Decision
- Maps and statistics
- Dashboards
- Reports
- Action on the ground
Evidence in numbers
Real results from satellite data and field verification
23,216Field reference points collected in Afghanistan
11Land cover classes mapped at 10 m resolution
87–88%Crop map accuracy (overall accuracy)
20 YearsOf drought analysis using satellite data (2001–2020)
Featured projects
Selected work from our portfolio
About LSGA
Practical, trusted geospatial information
Land Sensing Geospatial Analytics is a geospatial data and analytics company that uses satellite imagery, machine learning and field verification to provide reliable information for agriculture, land management and climate risk.
Learn more about us →
Why LSGA
Verified on the ground
We combine satellite analysis with field data to deliver reliable results.
Built for the region
Our methods and services are tailored to Afghanistan and similar environments.
Open about accuracy
We report methods, data sources and accuracy so results can be trusted.
Our multidisciplinary team
♙
Chief Executive OfficerLand Sensing team◉
Geospatial AnalystLand Sensing team♟
Remote Sensing SpecialistLand Sensing team⌖
Field Verification LeadLand Sensing team◉
GIS & Data AnalystLand Sensing team