NASA’s Crop Monitor anticipates decreases in crop yields by examining weather data

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June 1, 2000 – August 31, 2018

Food production is influenced by myriad conditions: Weather that is too dry, too wet, too hot, or too cool can severely affect a farmer’s ability to grow crops. A NASA funded-project called the Crop Monitor for Early Warning is working to anticipate decreases in crop yields by examining weather-related satellite data.

“There’s a pressing need for better information for crop conditions in countries concerned with food security,” said Christina Justice, remote sensing expert at the University of Maryland and coordinator for the Crop Monitor for Early Warning project.

Food security—or having access to enough food to sustain a healthy, well-nourished diet—is a priority in many nations around the world. Since 2014, the number of undernourished people in the world has been increasing because of inadequate access to food. The Crop Monitor provides analyses for 81 countries, looking particularly at conditions affecting dominant crops in that region, such as rice in Southeast Asia or maize in Central America. The monitor can offer forecasts for the months ahead.

The maps on this page show Normalized Difference Vegetation Index (NDVI) anomalies, one of several satellite-derived products used to assess crop conditions. NDVI measures the health, or “greenness,” of vegetation based on how much red and near-infrared light the leaves reflect. Healthy vegetation reflects more infrared light and less visible light than stressed vegetation. Both maps show NDVI from June to August 2018 compared to the average from June to August over 2000 to 2013.

The top map shows one of the areas where crop conditions for 2017/18 was most affected: Afghanistan. Sparse rain and snowfall in Afghanistan over the past year have created drought conditions that are reducing crop yields. Reports say more Afghans have been displaced by drought conditions than conflict this year.

The biggest decrease in vegetative greenness occurred in northern Afghanistan, where approximately 20 percent of the country’s total wheat is grown. For spring wheat (wheat planted in the spring, harvested in the fall in the northern hemisphere), the Crop Monitor classified parts of northern Afghanistan as “failure”—the most severe category—meaning crop yields are likely to be at least 25 percent below average. Conditions for winter wheat (sown in the winter, harvested in the summer) have been classified as “poor,” meaning yields are likely to be 10 to 25 percent below average. Afghanistan can import wheat from neighboring Pakistan and Kazakhstan.

June 1, 2000 – August 31, 2018

The map above shows NDVI anomalies in Central America and the Caribbean. A severe drought spread across southern Mexico to Panama. In July, affected areas in Guatemala, El Salvador, and Honduras experienced maize and bean losses from 75 to 100 percent. The Crop Monitor has largely classified maize conditions in Guatemala and Honduras as “failure” while yields Haiti and El Salvador have mainly been classified as “poor.”

“NDVI is an important tool for monitoring crop conditions for food security. Any changes in precipitation and temperature will have an effect on vegetative greenness,” said Justice.

The Crop Monitor compiles all the different types of satellite information—including but not limited to NDVI, temperature, precipitation, and soil moisture—and shares it with 14 national and international partners. The partners help corroborate the findings with their own satellite data and on-the-ground reports.

Some of the partner organizations, such as the Famine Early Warning Systems Network (FEWS NET), are directly connected to rescue efforts. Funded by the U.S. Agency for International Development (USAID), FEWS NET provides crop condition information for relief efforts.


NASA Earth Observatory images by Lauren Dauphin, using MODIS data from NASA EOSDIS/LANCE and GIBS/Worldview. Story by Kasha Patel.