Yield forecasting with machine learning and small data: What gains for grains?
Author:
Funder
Joint Research Centre
Publisher
Elsevier BV
Subject
Atmospheric Science,Agronomy and Crop Science,Global and Planetary Change,Forestry
Reference51 articles.
1. Agriculture;Atzberger,2016
2. Empirical regression models using NDVI, rainfall and temperature data for the early prediction of wheat grain yields in Morocco;Balaghi;Int. J. Appl. Earth Obs. Geoinf.,2008
3. Seasonal Crop Yield Forecast: Methods, Applications, and Accuracies;Basso,2019
4. Strengthening agricultural decisions in countries at risk of food insecurity: the GEOGLAM crop monitor for early warning;Becker-Reshef;Remote Sens. Environ.,2020
5. A generalized regression-based model for forecasting winter wheat yields in Kansas and Ukraine using MODIS data;Becker-Reshef;Remote Sens. Environ.,2010
Cited by 45 articles. 订阅此论文施引文献 订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献
1. Garlic yield monitoring using vegetation indices and texture features derived from UAV multispectral imagery;Smart Agricultural Technology;2024-08
2. Towards Machine Learning Techniques for Prediction of Crop Yields: A Review;2024 IEEE Students Conference on Engineering and Systems (SCES);2024-06-21
3. Annual winter crop distribution from MODIS NDVI timeseries to improve yield forecasts for Europe;International Journal of Applied Earth Observation and Geoinformation;2024-06
4. Interpretable machine learning of SPAC system via a mechanism-assisted gaussian process group: Representation of the system mechanism by data;Computers and Electronics in Agriculture;2024-06
5. Analysis and forecasting of Australian rice yield using phenology-based aggregation of satellite and weather data;Agricultural and Forest Meteorology;2024-06
1.学者识别学者识别
2.学术分析学术分析
3.人才评估人才评估
"同舟云学术"是以全球学者为主线，采集、加工和组织学术论文而形成的新型学术文献查询和分析系统，可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容，当前同舟云学术共收录了国内外主流学术期刊6万余种，收集的期刊论文及会议论文总量共计约1.5亿篇，并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询！咨询电话：010-8811{复制后删除}0370
www.globalauthorid.com
TOP
Copyright © 2019-2024 北京同舟云网络信息技术有限公司 京公网安备11010802033243号 京ICP备18003416号-3