NASA Harvest
NASA Harvest is a NASA-funded research consortium that uses satellite Earth observation and AI/ML to monitor global crop conditions, agricultural production, and food security for governments, humanitarian organizations, and international bodies across 100+ countries.
- Company typePrivate
- Founded2017
- HeadquartersCollege Park, United States
- Headcount51–100
- GTM typeB2B
- OfferingSoftware
What NASA Harvest does
NASA Harvest is a NASA-funded research consortium established in 2017 and headquartered at the University of Maryland's Department of Geographical Sciences in College Park, MD. It operates as NASA's official contribution to the G20 GEOGLAM Initiative and functions within NASA's Earth Action division (formerly Applied Sciences), providing satellite-based agricultural monitoring and food security intelligence to governments, humanitarian organizations, international bodies, and select agribusinesses across more than 100 countries.
The consortium's technology stack combines multiple Earth observation constellations (Landsat, Sentinel-1/2, MODIS, and commercial high-resolution imagery from Planet Labs) with proprietary AI/ML models. Core platforms include the GEOGLAM Crop Monitor (monthly consensus reports on global crop conditions), Harvest2Market (a web-based platform integrating satellite data with trade, market, and economic indicators across 100+ country-specific pages), Harvest GLAM (geospatial land area modeling), AGMET EO Indicators, and the Harvest Data Portal. The consortium has developed two notable AI assets: Galileo, an open-source multimodal foundation model built with the Allen Institute for AI that processes multiple remote sensing modalities simultaneously, and Presto, a self-supervised transformer for crop type mapping designed to function in data-sparse regions. Supporting tools include the HarvestNow mobile app for crowdsourced field data and the Crop Harvest Database on GitHub.
The business model is non-commercial. Primary funding flows through NASA Grant #80NSSC23M0032 on a 5-year cycles, supplemented by additional academic grants, partner donations, and co-funding from entities such as Google.org, Microsoft AI for Good Lab, EBRD, General Mills, and Unilever. All tools, data products, and platforms are provided free of charge to governments, researchers, and humanitarian organizations. The consortium maintains 50+ global partnerships spanning G20 GEOGLAM, FAO, WFP, FEWS NET, USDA, World Bank affiliates, and regional bodies in Africa, Latin America, and South Asia. NASA Harvest is not a for-profit entity in the conventional sense; it is operationally a grant-funded public research consortium.
NASA Harvest firmographics
Firmographics- Name
- NASA Harvest
- Legal name
- NASA Harvest
- Website
- https://nasaharvest.org
- Company type
- Private
- Founded year
- 2017
- Operating status
- Operating
- Headcount range
- 51–100 employees
- Short description
- NASA Harvest is a NASA-funded research consortium that uses satellite Earth observation and AI/ML to monitor global crop conditions, agricultural production, and food security for governments, humanitarian organizations, and international bodies across 100+ countries.
- Ownership category
- akta.pro rank
NASA Harvest industry classification
Industry- Product category
- Satellite-based Agricultural Monitoring
- NAICS
- Support Activities for Crop Production (11511)
- SIC
- Agricultural Services (700)
- akta.pro primary industry
- Remote Sensing & Imaging (Satellite, UAV/Drone, Aerial, Multispectral/Hyperspectral) (AFAGALAC)
- akta.pro secondary industries
- Satellite Imagery & Monitoring Platforms (AFAAAFAI), Yield Monitoring & Harvest Data Analytics (AFABAMAF), Yield Monitoring & Harvest Analytics (Combine Yield Monitors, Harvest Data Platforms) (AFAGALAH)
Keywords
Where NASA Harvest is headquartered
LocationHeadquarters
- HQ city
- College Park
- HQ country
- United States
- HQ region
- North America
Offices1 record
Markets served
NASA Harvest business model
Business model- GTM type
- B2B
- Offering type
- Software
- Cost components
- Personnel, Technology or R&D, Operations, Marketing or Sales
Revenue model
- NASA Grant Funding: Primary funding from NASA Earth Action (formerly Applied Sciences) Agriculture Program Area through grant #80NSSC23M0032. Grant funding is awarded on a 5-year cycle, with the consortium required to re-apply for funding at the end of each grant cycle.
- Partner Grants and Donations: Partners apply for additional academic and donation-based grants throughout the year to supplement primary NASA grant funding and increase capacity for new projects.
Go-to-market motion2 records
Distribution channels5 records
Marketing channels6 records
NASA Harvest product offering
Product offeringCore offering
NASA Harvest is a research consortium that delivers satellite-based agricultural monitoring products and open-access platforms—including the GEOGLAM Crop Monitors monthly reports, the Harvest2Market web platform, the Harvest GLAM geospatial analysis tool, and the Harvest Data Portal—enabling governments, humanitarian organizations, and researchers to track crop conditions, yields, and supply chains globally. The consortium develops AI models for remote sensing (Galileo, Presto) and provides free-to-use dashboards, datasets, and tools to support agricultural policy and humanitarian decision-making.
Product overview
NASA Harvest operates as a research consortium providing satellite-based agricultural monitoring products rather than a single commercial product. The core portfolio centers on the GEOGLAM Crop Monitors for global crop condition reporting, the Harvest2Market web platform integrating satellite data with trade and economic indicators, and the Harvest Data Portal for dataset access. Supporting tools include Harvest GLAM for geospatial analysis, AGMET EO Indicators for agrometeorological data, the Crop Harvest Database on GitHub for training data, and the HarvestNow mobile app for field data collection. Recent AI offerings include the Galileo multimodal foundation model and Presto self-supervised learning model for crop mapping. The consortium structure means products are often released as open-source tools, research platforms, or collaborative initiatives rather than commercial software products.
Differentiator
Problem solved
Functional benefit
Brands
- GEOGLAM Crop Monitor: Monthly reports providing crop conditions and outlooks of production at national, regional, and global scales
- Harvest GLAM
- Harvest2Market
- Harvest Data Portal
- AGMET EO Indicators
- HarvestNow
- Harvest Africa
- Harvest Latin America
- Harvest South Asia
Products and services
- GEOGLAM Crop Monitors Monthly crop condition reports providing consensus-based information on agricultural conditions and production outlooks at national, regional, and global scales. Includes the Crop Monitor for AMIS (Agricultural Market Information System) and Crop Monitor for Early Warning editions. Delivered to governments, G20 stakeholders, and humanitarian organizations for food security monitoring.
- Harvest2Market Web-based platform integrating satellite-derived Earth observation data with trade, market, and economic indicators to analyze global agricultural supply chains and food security. Provides 36 global visualizations and over 100 country-specific pages with localized insights including trade flows, crop conditions, and vulnerability indices.
- Harvest GLAM (Global Agricultural Monitoring) Geospatial Land Area Modeling tool providing agricultural monitoring and analysis capabilities, with dashboards and visualization tools for users analyzing land and crop conditions globally.
- Harvest Data Portal Centralized data portal providing access to NASA Harvest datasets and agricultural monitoring products for researchers and partner organizations.
- AGMET EO Indicators Agrometeorological indicators tool providing weather and climate-related data for agricultural monitoring and decision support.
- Crop Harvest Database Open-source database on GitHub containing crop harvest data and training datasets for machine learning models used in agricultural monitoring.
- HarvestNow Mobile application enabling farmers and field collectors to submit photos, GPS coordinates, and crop condition data to support NASA Harvest's modeling and mapping efforts.
- Galileo Foundation Model Open-source multimodal foundation model for Earth observation that processes multiple remote sensing data types (optical, SAR, climate measurements, pixel time series, multi-timestep and single-timestep imagery) simultaneously for tasks including mapping agricultural land, flood detection, and environmental monitoring.
- Presto (Pretrained Remote Sensing Transformer) Pretrained Remote Sensing Transformer that processes satellite image pixel time series from Sentinel-1, Sentinel-2, and Landsat at 10m resolution to classify crop types, designed to work effectively in data-sparse regions with limited computing resources.
Quantifiable outcome
- 3 billion field boundaries mapped worldwide
- +3 more outcomes
Companies that use NASA Harvest
Customer profileNamed customers9 records
Segments6 records
Ideal customer profiles5 records
NASA Harvest technology and API
TechnologyTechnology focussed Yes
API detail
- Has API
- No
- API docs
- API detail
Core technology
AI maturity
App detail
Integration8 records
AI capability10 records
Feature8 records
NASA Harvest partnerships and signals
Strategic signalPartnerships
33 partnerships are on record, tiered major and core.
- KernelmajorUkraine's largest agricultural holding providing field data for developing advanced satellite-based agricultural monitoring systems, refining algorithms for crop structure evaluation.
- NIBULON LLCcoreStrategic partnership with Ukraine's leading agricultural producer and grain exporter. NIBULON provides field data from 76,000+ hectares to calibrate crop recognition models for southern Ukraine.
- University of Maryland - Geographical SciencescoreAdministrative and management hub for NASA Harvest, providing academic expertise in geographical sciences and remote sensing research.
- G20 GEOGLAM InitiativecoreNASA Harvest is NASA's contribution to G20 GEOGLAM, facilitating the GEOGLAM Crop Monitors that provide monthly reports on global crop conditions.
- Food and Agriculture Organization (FAO)coreJoint initiatives including GEOGLAM Crop Monitor for Early Warning, remote sensing standards development, and agricultural statistics capacity building through ESTELLA project.
- Planet LabscoreCommercial partnership providing high-resolution satellite imagery for agricultural monitoring. Planet contributed to rapid response crop mapping in Togo and ongoing Ukraine monitoring.
- Microsoft AI for Good LabcoreJoint funding and technical collaboration for ADAPT-Kenya initiative and Fields of the World dataset development. AI for Good Lab contributed to geospatial foundation models.
- Kenyan Ministry of Agriculture and Livestock DevelopmentcoreGovernment partner for ADAPT-Kenya initiative to build government-anchored geospatial agricultural data system for improved agricultural information management.
- Kenyan Space AgencycorePartner in ADAPT-Kenya initiative providing space-based data and expertise for agricultural monitoring systems.
- Virginia TechmajorAcademic partnership contributing to agricultural monitoring research including insurance design and climate risk assessment work.
- Arizona State University (ASU)majorAcademic partner including AI/ML research contributions and recognition of faculty members for agricultural monitoring innovation.
- Allen Institute for AI (Ai2)coreCollaboration on Galileo AI model development - open-source multimodal model for processing multiple types of satellite data for Earth observation.
- AgmatixmajorPartnership to support uptake of sustainable agricultural practices through remote sensing and data modeling for regenerative agriculture scaling.
- General MillsmajorFounding sponsor of Harvest SARA initiative for sustainable and regenerative agriculture practices worldwide.
- UnilevermajorFounding sponsor of Harvest SARA initiative contributing to sustainable agriculture practices advancement globally.
- MathematicamajorPartnership to advance evidence for climate adaptation through agricultural monitoring research.
- International Food Policy Research Institute (IFPRI)corePartnership for agricultural market analysis including GEOGLAM Crop Monitor for AMIS and global crop outlook webinars.
- Famine Early Warning Systems Network (FEWS NET)coreDevelopment of Harvest2Market platform with FEWS NET support for supply chain monitoring and food security analysis.
- World Food Programme (WFP)coreCollaboration on food security assessments and early warning systems for humanitarian response.
- SERVIR GlobalmajorRegional partnership for Earth observation applications in development across partner regions.
- Intergovernmental Authority on Development (IGAD)majorPartnership for crop monitoring initiatives in East African region through IGAD Centre for Pastoral Areas and Livestock Development.
- Monash UniversitymajorAcademic partner contributing to agricultural monitoring research and crop type mapping methodologies.
- University of StrasbourgmajorAcademic partner in international network supporting agricultural monitoring and AI/ML research.
- CIMMYTmajorInternational agricultural research partnership for wheat and maize improvement and monitoring.
- East Africa Grain Council (EAGC)majorRegional partner for agricultural monitoring and market information in East Africa.
- VITOmajorBelgian research organization partner in international network for agricultural monitoring.
- Italian Space AgencymajorSpace-enabled AI partnership through Ministry of Enterprises and Made in Italy for agricultural data systems.
- International Institute for Applied Systems Analysis (IIASA)majorResearch partnership contributing to international agricultural monitoring and systems analysis.
- ESRImajorTechnology partnership for geospatial analysis tools and farmer data collection app development.
- USDA (United States Department of Agriculture)corePartnership for agricultural statistics and monitoring aligning with US and global food security objectives.
- Argentina Bolsa de CerealesmajorJoint high school education program and agricultural monitoring partnership in Latin America, now in fifth year.
- Taylor GeospatialmajorCollaboration on Fields of the World dataset for agricultural field boundary mapping globally.
- Radiant Earth FoundationmajorPartnership for Earth observation data standards and machine learning for agriculture.
Scale indicators6 records
Recent moves6 records
Expansion highlights6 records
NASA Harvest competitors and assessment
Company assessmentMarket position
Competitive moat6 records
Key risks6 records
Key highlights7 records
Customer concentration
NASA Harvest social profiles
Digital presenceNASA Harvest financial estimates
Financial estimateRevenue estimate
Valuation estimate
NASA Harvest leadership team
Management profileNumber of profiles
Profiles10 records
NASA Harvest funding detail
Funding detailFunding overview
Funding rounds
Investors
Funding detail is available on the Subscription and Enterprise plan.Contact sales →
NASA Harvest M&A and investment
M&A and investmentM&A
Investments
M&A and investment is available on the Subscription and Enterprise plan.Contact sales →
Frequently asked questions about NASA Harvest
What does NASA Harvest do?
NASA Harvest is a research consortium that delivers satellite-based agricultural monitoring products and open-access platforms—including the GEOGLAM Crop Monitors monthly reports, the Harvest2Market web platform, the Harvest GLAM geospatial analysis tool, and the Harvest Data Portal—enabling governments, humanitarian organizations, and researchers to track crop conditions, yields, and supply chains globally. The consortium develops AI models for remote sensing (Galileo, Presto) and provides free-to-use dashboards, datasets, and tools to support agricultural policy and humanitarian decision-making.
Is NASA Harvest a public or private company?
NASA Harvest is a private company. It is classified as state government owned and is currently operating.
When was NASA Harvest founded?
NASA Harvest was founded in 2017. It employs 51 to 100 people.
Where is NASA Harvest based?
NASA Harvest is headquartered in College Park, United States, in the North America region.
How does NASA Harvest make money?
Two revenue lines are on record. NASA Grant Funding is the primary driver. The others are partner Grants and Donations.
Does NASA Harvest have an API?
No public API is recorded for NASA Harvest.
What industry is NASA Harvest in?
NASA Harvest's product category is Satellite-based Agricultural Monitoring. Its primary akta.pro industry code is AFAGALAC, Remote Sensing & Imaging (Satellite, UAV/Drone, Aerial, Multispectral/Hyperspectral), with a secondary code of AFAAAFAI, Satellite Imagery & Monitoring Platforms. Its NAICS code is 11511 and its SIC code is 700.