National-scale soybean mapping and area estimation in the United States using medium resolution satellite imagery and field survey
Reliable and timely information on agricultural production is essential for ensuring world
food security. Freely available medium-resolution satellite data (eg Landsat, Sentinel) offer
the possibility of improved global agriculture monitoring. Here we develop and test a method
for estimating in-season crop acreage using a probability sample of field visits and
producing wall-to-wall crop type maps at national scales. The method is illustrated for
soybean cultivated area in the US for 2015. A stratified, two-stage cluster sampling design …
food security. Freely available medium-resolution satellite data (eg Landsat, Sentinel) offer
the possibility of improved global agriculture monitoring. Here we develop and test a method
for estimating in-season crop acreage using a probability sample of field visits and
producing wall-to-wall crop type maps at national scales. The method is illustrated for
soybean cultivated area in the US for 2015. A stratified, two-stage cluster sampling design …
National-scale soybean mapping and area estimation in the United States using medium resolution satellite imagery and field survey.
Reliable and timely information on agricultural production is essential for ensuring world
food security. Freely available medium-resolution satellite data (eg Landsat, Sentinel) offer
the possibility of improved global agriculture monitoring. Here we develop and test a method
for estimating in-season crop acreage using a probability sample of field visits and
producing wall-to-wall crop type maps at national scales. The method is illustrated for
soybean cultivated area in the US for 2015. A stratified, two-stage cluster sampling design …
food security. Freely available medium-resolution satellite data (eg Landsat, Sentinel) offer
the possibility of improved global agriculture monitoring. Here we develop and test a method
for estimating in-season crop acreage using a probability sample of field visits and
producing wall-to-wall crop type maps at national scales. The method is illustrated for
soybean cultivated area in the US for 2015. A stratified, two-stage cluster sampling design …
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