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Hybridization of cokriging and gaussian process regression modelling techniques in mapping soil sulphur 期刊论文
CATENA, 2021, 卷号: 206, 页码: 18
Authors:  John, Kingsley;  Agyeman, Prince Chapman;  Kebonye, Ndiye Michael;  Isong, Isong Abraham;  Ayito, Esther O.;  Ofem, Kokei Ikpi;  Qin, Cheng-Zhi
Favorite  |  View/Download:27/0  |  Submit date:2021/11/05
Soil nutrient distribution  Digital soil mapping  Machine learning  Cokriging  Agricultural productivity  
Improving terrestrial evapotranspiration estimation across China during 2000-2018 with machine learning methods 期刊论文
JOURNAL OF HYDROLOGY, 2021, 卷号: 600, 页码: 18
Authors:  Yin, Lichang;  Tao, Fulu;  Chen, Yi;  Liu, Fengshan;  Hu, Jian
Favorite  |  View/Download:9/0  |  Submit date:2021/11/05
Evapotranspiration  Machine learning  process-based ET  ET integration  China  Gaussian process regression  
Inter-comparison of several soil moisture downscaling methods over the Qinghai-Tibet Plateau, China 期刊论文
JOURNAL OF HYDROLOGY, 2021, 卷号: 592, 页码: 21
Authors:  Qu, Yuquan;  Zhu, Zhongli;  Montzka, Carsten;  Chai, Linna;  Liu, Shaomin;  Ge, Yong;  Liu, Jin;  Lu, Zheng;  He, Xinlei;  Zheng, Jie;  Han, Tian
Favorite  |  View/Download:14/0  |  Submit date:2021/07/09
Soil moisture  Downscaling  Methods comparison  Qinghai-Tibet plateau  
基于VIP模型评估不同全局敏感性分析方法有效性及效率 期刊论文
农业工程学报, 2020, 卷号: 36, 期号: 16, 页码: 78
Authors:  何力鸿;  莫兴国;  刘苏峡
Favorite  |  View/Download:10/0  |  Submit date:2021/03/16
models  sensitivity analysis  soil nitrate content  PSUADE  sampling methods  模型  敏感性分析  土壤硝态氮  PSUADE  抽样方式  
Seamless Upscaling of the Field-Measured Grassland Aboveground Biomass Based on Gaussian Process Regression and Gap-Filled Landsat 8 OLI Reflectance 期刊论文
ISPRS INTERNATIONAL JOURNAL OF GEO-INFORMATION, 2018, 卷号: 7, 期号: 7, 页码: 14
Authors:  Yin, Gaofei;  Li, Ainong;  Wu, Chaoyang;  Wang, Jiyan;  Xie, Qiaoyun;  Zhang, Zhengjian;  Nan, Xi;  Jin, Huaan;  Bian, Jinhu;  Lei, Guangbin
Favorite  |  View/Download:34/0  |  Submit date:2019/05/23
aboveground biomass (AGB)  uncertainty  consistent adjustment of the climatology to actual observations (CACAO)  Gaussian process regression (GPR)  
基于与作物生长模型耦合的NOAH陆面模型模拟研究 学位论文
硕士, 北京: 中国科学院研究生院, 2017
Authors:  赵燊
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气候变化对我国甘蔗适宜种植区分布和产量的影响 学位论文
硕士, 北京: 中国科学院研究生院, 2017
Authors:  宓春荣
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中国草地退牧还草工程固碳能力与潜力评估 学位论文
博士: 中国科学院地理科学与资源研究所, 2016
Authors:  熊定鹏
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地理信息检索中地名模糊区域建模方法及其应用研究 学位论文
博士: 中国科学院地理科学与资源研究所, 2016
Authors:  史婷婷
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基于时间序列MODIS数据的干旱区土地覆被变化检测研究 学位论文
博士: 中国科学院地理科学与资源研究所, 2016
Authors:  许丽丽
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