Using remotely sensed vegetation indices and multi-stream deep learning improves county-level corn yield predictions

Google Earth Engine: Planetary-scale geospatial analysis for everyone

Noel Gorelick, M. Hancher, Mike Dixon et al. · Remote Sensing of Environment · 2017 · 14K citations · Full text

Computing, Cloud Computing, Geoinformatics +16

A tutorial on support vector regression

Alex Smola, Bernhard Schölkopf · Statistics and Computing · 2004 · 13K citations

Computing, Computer Science, Data Mining +11

Landsat-8: Science and product vision for terrestrial global change research

David P. Roy, Michael A. Wulder, Thomas R. Loveland et al. · Remote Sensing of Environment · 2014 · 2.6K citations · Full text

Natural Sciences, Earth Sciences, Geography +17

Deep Neural Networks for Object Detection

Christian Szegedy, Alexander Toshev, Dumitru Erhan · 2013 · 1.2K citations

Computing, Computer Science, Artificial Intelligence +9

On the use of statistical models to predict crop yield responses to climate change

David B. Lobell, Marshall Burke · Agricultural and Forest Meteorology · 2010 · 982 citations

Agriculture, Agronomy, Crop Sciences +14