Science and Technology

Recent Publications

Records 24 / 79

Integrating satellite and climate data to predict wheat yield in Australia using machine learning approaches

May 2019

Wheat is the most important staple crop grown in Australia, and Australia is one of the top wheat exporting countries globally.

Smallholder maize area and yield mapping at national scales with Google Earth Engine

May 2019

Accurate measurements of maize yields at field or subfield scales are useful for guiding agronomic practices and investments and policies for improving food security.

Mapping Missing Population in Rural India: A Deep Learning Approach with Satellite Imagery

February 2019

Millions of people worldwide are absent from their country’s census.

Satellite mapping of tillage practices in the North Central US region from 2005 to 2016

February 2019

Low-intensity tillage has become more popular among farmers in the United States and many other regions.

Crop type mapping without field-level labels: Random forest transfer and unsupervised clustering techniques

January 2019

Crop type mapping at the field level is necessary for a variety of applications in agricultural monitoring and food security.

Satellite mapping of tillage practices in the North Central US region from 2005 to 2016

December 2018

Low-intensity tillage has become more popular among farmers in the United States and many other regions.

Hierarchical Modeling of Seed Variety Yields and Decision Making for Future Planting Plans

June 2018

Eradicating hunger and malnutrition is a key development goal of the twenty first century.

Deep Transfer Learning for Crop Yield Prediction with Remote Sensing Data

June 2018

Accurate prediction of crop yields in developing countries in advance of harvest time is central to preventing famine, improving food security, and sustainable development of agriculture.

Satellite detection of cover crops and their effects on crop yield in the Midwestern United States

June 2018

The practice of planting winter cover crops has seen renewed interest as a solution to environmental issues with the modern maize- and soybean-dominated row crop production system of the US Midwest...

Improving the accuracy of satellite-based high-resolution yield estimation: A test of multiple scalable approaches

December 2017

Fast, accurate and inexpensive estimates of crop yields at the field scale are useful for many applications.

Impact of a rural solar electrification project on the level and structure of women's empowerment

September 2017

Although development organizations agree that reliable access to energy and energy services—one of the 17 Sustainable Development Goals—is likely to have profound and perhaps disproportionate...

Mapping Smallholder Yield Heterogeneity at Multiple Scales in Eastern Africa

September 2017

Accurate measurements of crop production in smallholder farming systems are critical to the understanding of yield constraints and, thus, setting the appropriate agronomic investments and policies...

Monitoring Ethiopian Wheat Fungus with Satellite Imagery and Deep Feature Learning

August 2017

Wheat is the most important Ethiopian crop, and rust one of its greatest antagonists.

The shared and unique values of optical, fluorescence, thermal and microwave satellite data for estimating large-scale crop yields

August 2017

Large-scale crop monitoring and yield estimation are important for both scientific research and practical applications.

Data Science for Food Security

August 2017

Using agricultural and economic characteristics in African nations as test cases, new research by David Lobell and Marshall Burke demonstrates the use of satellite data to address the long-standing...

Landsat-based classification in the cloud: An opportunity for a paradigm shift in land cover monitoring

June 2017

Satellite-derived land cover maps play an important role in many applications, including monitoring of smallholder-dominated agricultural landscapes.

Towards fine resolution global maps of crop yields: Testing multiple methods and satellites in three countries

May 2017

One of the greatest challenges in monitoring food security is to provide reliable crop yield information that is temporally consistent and spatially scalable.

Improving the monitoring of crop productivity using spaceborne solar-induced fluorescence

November 2015

Large-scale monitoring of crop growth and yield has important value for forecasting food production and prices and ensuring regional food security.

Water and Agriculture in Africa: The politics of the belly or the politics of the mirror?

May 2013

The water and agriculture glass in Africa is half-empty: Africa has failed to develop its massive water resources and failed to achieve agricultural growth.

The use of satellite data for crop yield gap analysis

March 2013

Field experiments and simulation models are useful tools for understanding crop yield gaps, but scaling up these approaches to understand entire regions over time has remained a considerable...

African food systems to 2030: Toward inclusive business models

February 2013

Rapid population growth, urbanization and rising incomes will present an unprecedented opportunity for growth of commercial agriculture and agribusiness in coming years.

Freshwater availability and water fetching distance affect child health in sub-Saharan Africa

December 2012

Currently, more than two-thirds of the population in Africa must leave their home to fetch water for drinking and domestic use.

The nature and causes of the global water crisis: Syndromes from a meta-analysis of coupled human-water studies

October 2012

Freshwater scarcity has been cited as the major crisis of the 21st century, but it is surprisingly hard to describe the nature of the global water crisis.

Green Revolution: Impacts, limits, and the path ahead

July 2012

Reprinted with full permission from the Proceedings of the National Academy of Sciences.

People

Pamela Matson Chester Naramore Dean of the School of Earth, Energy and Environmental Sciences, Richard and Rhoda Goldman Professor of Environmental Studies, Senior Fellow at the Woods Institute for the Environment, FSE Affiliated Faculty Professor, Earth Sciences, Senior Fellow, Stanford Woods Institute
Stefano Ermon Assistant Professor, Department of Computer Science Fellow, Stanford Woods Institute for the Environment
Zhenong Jin Affiliated scholar
Christopher Seifert PhD student, Earth System Science
George Azzari Affiliated scholar
Anthony Louis D'Agostino Affiliated scholar
Stefania Di Tomasso Research Assistant Research Assistant
Anne Driscoll Research Data Analyst, Center on Food Security and the Environment