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International Geoscience and Remote Sensing Symposium

In 2021 a joint initiative of Belgium and The Netherlands

TH3.O-17.4

MACHINE LEARNING MATCHING OF SENTINEL-2 AND GPS COMBINE HARVESTER DATA TO ESTIMATE WITHIN-FIELD WHEAT GRAIN YIELD

Joel Segarra, Jose Luis Araus, Shawn Carlisle Kefauver, University of Barcelona, Spain
Session:
Precision Agriculture II
Track:
Land Applications
Presentation Time:
Thu, 15 Jul, 13:10-13:25 (UTC)
Thu, 15 Jul, 15:10-15:25 Central Europe Summer Time (UTC +2)
Thu, 15 Jul, 21:10-21:25 China Standard Time (UTC +8)
Thu, 15 Jul, 09:10-09:25 Eastern Daylight Time (UTC -4)
Session Co-Chairs:
Vineet Kumar, Delft University of Technology and Heba Alzaben, University of Waterloo
Session Manager:
iain Rolland
Presentation
Discussion
Resources
Session TH3.O-17
TH3.O-17.1: CROP YIELD PREDICTION USING SATELLITE/UAV SYNERGY AND MACHINE LEARNING
Maitiniyazi Maimaitijiang, Vasit Sagan, Saint Louis University, United States; Felix B. Fritschi, University of Missouri, United States
TH3.O-17.2: PANICLE COUNTING IN UAV IMAGES FOR ESTIMATING FLOWERING TIME IN SORGHUM
Enyu Cai, Sriram Baireddy, Changye Yang, Melba Crawford, Edward Delp, Purdue University, United States
TH3.O-17.3: AGRICULTURAL SANDBOXNL: A CROP PARCEL LEVEL DATABASE USING SENTINEL-1 SAR AND GOOGLE EARTH ENGINE
Vineet Kumar, Delft University of Technology, Netherlands; Manuel Huber, European Space Agency (ESA), Netherlands; Maurice Shorachi, Delft University of Technology, Netherlands; Björn Rommen, European Space Agency (ESA), Netherlands; Susan C. Steele-Dunne, Delft University of Technology, Netherlands
TH3.O-17.4: MACHINE LEARNING MATCHING OF SENTINEL-2 AND GPS COMBINE HARVESTER DATA TO ESTIMATE WITHIN-FIELD WHEAT GRAIN YIELD
Joel Segarra, Jose Luis Araus, Shawn Carlisle Kefauver, University of Barcelona, Spain
TH3.O-17.5: Drone-acquired data in support of Belgian fruit production
Joke Vandermaesen, Bjorn Rombouts, pcfruit vzw, Belgium; Stephanie Delalieux, VITO, Belgium; Dany Bylemans, Serge Remy, pcfruit vzw, Belgium
TH3.O-17.6: EFFECTS OF NITROGEN STRESS ON CROP SURFACE TEMPERATURE AND LEAF THERMAL EMISSIVITY: A GREENHOUSE CASE STUDY
Heba Alzaben, Roydon Fraser, University of Waterloo, Canada; Clarence Swanton, University of Guelph, Canada

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