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Estimating and understanding crop yields with explainable deep learning in the Indian Wheat Belt 期刊论文
ENVIRONMENTAL RESEARCH LETTERS, 2020, 15 (2)
作者:  Wolanin, Aleksandra;  Mateo-Garcia, Gonzalo;  Camps-Valls, Gustau;  Gomez-Chova, Luis;  Meroni, Michele;  Duveiller, Gregory;  Liangzhi, You;  Guanter, Luis
收藏  |  浏览/下载：8/0  |  提交时间：2020/07/02
wheat yield  Indian Wheat Belt  food security  remote sensing  explainable artificial intelligence (XAI)  deep learning (DL)  regression activation map (RAM)  
Impacts of tropospheric ozone and climate change on Mexico wheat production 期刊论文
CLIMATIC CHANGE, 2019, 155 (2) : 157-174
作者:  Guarin, Jose Rafael;  Emberson, Lisa;  Simpson, David;  Hernandez-Ochoa, Ixchel M.;  Rowland, Diane;  Asseng, Senthold
收藏  |  浏览/下载：8/0  |  提交时间：2019/11/27
Crop model  Wheat yield  Emissions scenario  Future impact  Food security  
Nitrogen application is required to realize wheat yield stimulation by elevated CO2 but will not remove the CO2-induced reduction in grain protein concentration 期刊论文
GLOBAL CHANGE BIOLOGY, 2019, 25 (5) : 1868-1876
作者:  Pleijel, Hakan;  Broberg, Malin C.;  Hoegy, Petra;  Uddling, Johan
收藏  |  浏览/下载：7/0  |  提交时间：2019/11/26
carbon dioxide  fertilization  nitrogen  protein  wheat  yield  
Future changes in spring wheat yield in the European Russia as inferred from a large ensemble of high-resolution climate projections 期刊论文
ENVIRONMENTAL RESEARCH LETTERS, 2019, 14 (3)
作者:  Pavlova, Vera;  Shkolnik, Igor;  Pikaleva, Anastasia;  Efimov, Sergey;  Karachenkova, Anna;  Kattsov, Vladimir
收藏  |  浏览/下载：4/0  |  提交时间：2019/04/09
probabilistic regional climate projection  large ensemble  crop simulation model  wheat yield  
Prediction of canola and spring wheat yield based on the Canadian Meteorological Centre's monthly forecasting system 期刊论文
CLIMATE RESEARCH, 2019, 77 (2) : 155-165
作者:  Chipanshi, A. C.;  Qi, D.;  Zhang, Y.;  Lin, H.;  Newlands, N. K.
收藏  |  浏览/下载：8/0  |  提交时间：2019/11/26
Canadian Crop Yield Forecaster  CCYF  Canola  Spring wheat  Global Environmental Prediction System  Normalized Difference Vegetation Index  
Genetic yield gains of winter wheat in Germany over more than 100 years (1895-2007) under contrasting fertilizer applications 期刊论文
ENVIRONMENTAL RESEARCH LETTERS, 2018, 13 (10)
作者:  Ahrends, H. E.;  Eugster, W.;  Gaiser, T.;  Rueda-Ayala, V.;  Hueging, H.;  Ewert, F.;  Siebert, S.
收藏  |  浏览/下载：10/0  |  提交时间：2019/04/09
winter wheat  nutrient supply  grain yield  breeding  fertilization  genetic gain  
Satellite sun-induced chlorophyll fluorescence detects early response of winter wheat to heat stress in the Indian Indo-Gangetic Plains 期刊论文
GLOBAL CHANGE BIOLOGY, 2018, 24 (9) : 4023-4037
作者:  Song, Lian;  Guanter, Luis;  Guan, Kaiyu;  You, Liangzhi;  Huete, Alfredo;  Ju, Weimin;  Zhang, Yongguang
收藏  |  浏览/下载：10/0  |  提交时间：2019/04/09
crop yield  extreme climatic events  heat stress  sun-induced chlorophyll fluorescence  winter wheat  
Ozone pollution will compromise efforts to increase global wheat production 期刊论文
GLOBAL CHANGE BIOLOGY, 2018, 24 (8) : 3560-3574
作者:  Mills, Gina;  Sharps, Katrina;  Simpson, David;  Pleijel, Hakan;  Broberg, Malin;  Uddling, Johan;  Jaramillo, Fernando;  Davies, William J.;  Dentener, Frank;  Van den Berg, Maurits;  Agrawal, Madhoolika;  Agrawal, Shahibhushan B.;  Ainsworth, Elizabeth A.;  Buker, Patrick;  Emberson, Lisa;  Feng, Zhaozhong;  Harmens, Harry;  Hayes, Felicity;  Kobayashi, Kazuhiko;  Paoletti, Elena;  Van Dingenen, Rita
收藏  |  浏览/下载：13/0  |  提交时间：2019/04/09
climate change  developed countries  developing countries  food security  irrigation  ozone  stomatal uptake  wheat  yield  
Australian wheat production expected to decrease by the late 21st century 期刊论文
GLOBAL CHANGE BIOLOGY, 2018, 24 (6) : 2403-2415
作者:  Wang, Bin;  39;Leary, Garry J.
收藏  |  浏览/下载：6/0  |  提交时间：2019/04/09
adaptation options  APSIM model  climate change  climate suitability  species distribution model  wheat yield  
Global evaluation of a semiempirical model for yield anomalies and application to within-season yield forecasting 期刊论文
GLOBAL CHANGE BIOLOGY, 2017, 23 (11)
作者:  Schauberger, Bernhard;  Gornott, Christoph;  Wechsung, Frank
收藏  |  浏览/下载：1/0  |  提交时间：2019/04/09
forecast  global  maize  semiempirical model  soybeans  weather  wheat  yield anomaly