SATELLITE PRODUCTS
Satellite Data for Crop, Soil and Climate Insights
Satellite observations provide valuable information about Earth's surface, vegetation, agricultural landscapes, water resources and environmental changes.
At Noor & Ruhaan, we explore satellite-derived datasets and Earth observation products to support evidence-based agricultural research, geospatial analysis and environmental monitoring.
Our work focuses on transforming satellite observations into meaningful scientific insights through GIS, Remote Sensing, data analytics and spatial modelling.
Our Objective
To make Earth observation data more accessible, understandable and useful for agricultural researchers, students, farmers and environmental professionals.
2. Satellite datasets we will cover
I recommend six categories.
File:NDVI of irrigated fields.jpg - Wikimedia Commons
01. Sentinel-2 – Optical Satellite Data
Vegetation indices (NDVI, EVI)
Crop health monitoring
Land-use and land-cover mapping
Agricultural field observations
Source: ESA / Copernicus
02. Sentinel-1 – Radar Satellite Data
Flood mapping
Surface change detection
Soil moisture-related research
Agricultural land monitoring
Source: ESA / Copernicus
Satellites Eye Winter Cover Crops - NASA Science
03. Landsat – Long-Term Earth Observation
Historical land-use changes
Vegetation monitoring
Agricultural landscape analysis
Surface temperature studies
Source: NASA / USGS
NDVI Greenness Maps | Drought.gov
04. MODIS – Large-Scale Monitoring
Regional vegetation dynamics
Seasonal crop monitoring
Drought-related vegetation assessment
Land surface observations
Source: NASA
Generate a 3D Mesh of a Geographic Area | by Mattia Gatti | TDS Archive | Medium
05. DEM – Digital Elevation Models
Terrain and elevation analysis
Slope and aspect mapping
Watershed analysis
Drainage and agricultural suitability
Sources: NASA SRTM and other elevation datasets
IMERG: Integrated Multi-satellitE Retrievals for GPM | NASA Global Precipitation Measurement Mission
06. Climate & Weather Data
Rainfall observations
Temperature monitoring
Drought assessment
Climate variability analysis
Sources: NASA and other documented data providers
3. Data access and research resources
At the bottom of the page, add this:
EXPLORE SATELLITE DATA RESOURCES
We encourage researchers, students and geospatial professionals to explore openly accessible Earth observation datasets.
Our research uses documented satellite data sources and established geospatial tools.
Copernicus Data Space Ecosystem
NASA Earthdata
USGS EarthExplorer
Google Earth Engine
From Satellite Data to Scientific Insights
Our goal is to transform remotely sensed information into practical knowledge for agriculture, environmental research and sustainable development.
4. Official data portals
These are useful links to add to your page.
5. One important design suggestion
Our page should look like a scientific data catalogue, with separate images for each satellite category, short descriptions and official source links.