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Estimating evapotranspiration by coupling Bayesian model averaging methods with machine learning algorithms 期刊论文
发表期刊: ENVIRONMENTAL MONITORING AND ASSESSMENT. 出版年: 2021, 卷号: 193, 期号: 3
作者:  Yang, Yong;  Sun, Huaiwei;  Xue, Jie;  Liu, Yi;  Liu, Luguang;  Yan, Dong;  Gui, Dongwei
收藏  |  浏览/下载:27/0  |  提交时间:2021/07/30
Evapotranspiration  Surface energy balance  Bayesian model averaging (BMA)  Machine learning  Landsat  
Evaluation on the Change Characteristics of Ecosystem Service Function in the Northern Xinjiang Based on Land Use Change 期刊论文
发表期刊: SUSTAINABILITY. 出版年: 2021, 卷号: 13, 期号: 17
作者:  Wang, Yang;  Shataer, Remina;  Xia, Tingting;  Chang, Xueer;  Zhen, Hui;  Li, Zhi
收藏  |  浏览/下载:3/0  |  提交时间:2021/11/19
land use  ecosystem service value  spatial correlation  the northern Tianshans  
Modeling the Near-Surface Energies and Water Vapor Fluxes Behavior in Response to Summer Canopy Density across Yanqi Endorheic Basin, Northwestern China 期刊论文
发表期刊: REMOTE SENSING. 出版年: 2021, 卷号: 13, 期号: 18
作者:  Kayumba, Patient Mindje;  Fang, Gonghuan;  Chen, Yaning;  Mind'je, Richard;  Hu, Yanan;  Ali, Sikandar;  Mindje, Mapendo
收藏  |  浏览/下载:15/0  |  提交时间:2021/11/19
anchor pixels  available energy  energy dissipation  evapotranspiration  Landsat-8  SEBAL  
Machine learning-based detection of soil salinity in an arid desert region, Northwest China: A comparison between Landsat-8 OLI and Sentinel-2 MSI 期刊论文
发表期刊: SCIENCE OF THE TOTAL ENVIRONMENT. 出版年: 2020, 卷号: 707
作者:  Wang, Jingzhe;  Ding, Jianli;  Yu, Danlin;  Teng, Dexiong;  He, Bin;  Chen, Xiangyue;  Ge, Xiangyu;  Zhang, Zipeng;  Wang, Yi;  Yang, Xiaodong;  Shi, Tiezhu;  Su, Fenzhen
收藏  |  浏览/下载:27/0  |  提交时间:2020/05/22
Soil salinization  Sentinel-2 MSI  Landsat-8 OLI  Cubist  Remote sensing  Surface soil moisture  
20132018年塔里木河下游植被动态变化及其对生态输水的响应 期刊论文
发表期刊: 干旱区研究. 出版年: 2020, 卷号: 37, 期号: 4, 页码: 985-992
作者:  李均力;  肖昊;  沈占锋;  白洁
收藏  |  浏览/下载:2/0  |  提交时间:2021/08/05
vegetation  temporal and spatial distribution  dynamic change  ecological water transport  responses  downstream of the Tarim River  
塔里木河下游湿地面积时序变化及对生态输水的响应 期刊论文
发表期刊: 植物生态学报. 出版年: 2020, 卷号: 44, 期号: 6
作者:  蔚亮;  李均力;  包安明;  白洁;  黄粤;  刘铁;  沈占锋
收藏  |  浏览/下载:3/0  |  提交时间:2021/08/05
desert riparian wetlands  time series  ecological water conveyance effect  temporal delay analysis  lower reaches of Tarim River  
地表反照率不同计算方法对干旱区流域蒸散反演结果的影响以新疆三工河流域为例 期刊论文
发表期刊: 生态学报. 出版年: 2019, 卷号: 39, 期号: 8, 页码: 2911-2921
作者:  张振宇;  李小玉;  孙浩
收藏  |  浏览/下载:7/0  |  提交时间:2019/11/29
arid region  surface evapotranspiration  SEBAL model  surface albedo  
The Potential of Multispectral Vegetation Indices Feature Space for Quantitatively Estimating the Photosynthetic, Non-Photosynthetic Vegetation and Bare Soil Fractions in Northern China 期刊论文
发表期刊: PHOTOGRAMMETRIC ENGINEERING AND REMOTE SENSING. 出版年: 2019, 卷号: 85, 期号: 1, 页码: 65-76
作者:  Zheng, Guoxiong;  Bao, Anming;  Li, Xiaosong;  Jiang, Liangliang;  Chang, Cun;  Chen, Tao;  Gao, Zhihai
收藏  |  浏览/下载:19/0  |  提交时间:2019/11/29
Mapping evapotranspiration variability over a complex oasis-desert ecosystem based on automated calibration of Landsat 7 ETM+ data in SEBAL 期刊论文
发表期刊: GISCIENCE & REMOTE SENSING. 出版年: 2019, 卷号: 56, 期号: 8, 页码: 1305-1332
作者:  Ochege, Friday Uchenna;  Luo, Geping;  Obeta, Michael Chukwuma;  Owusu, George;  Duulatov, Eldiiar;  Cao, Liangzhong;  Nsengiyumva, Jean Baptiste
收藏  |  浏览/下载:12/0  |  提交时间:2019/11/29
evapotranspiration  Landsat 7 ETM+  SEBAL  Small Aral Sea Basin-SASB  oasis-desert ecosystem  
Improving Estimation of Cropland Evapotranspiration by the Bayesian Model Averaging Method with Surface Energy Balance Models 期刊论文
发表期刊: ATMOSPHERE. 出版年: 2019, 卷号: 10, 期号: 4
作者:  Sun, Huaiwei;  Yang, Yong;  Wu, Ruiying;  Gui, Dongwei;  Xue, Jie;  Liu, Yi;  Yan, Dong
收藏  |  浏览/下载:22/0  |  提交时间:2019/11/29
evapotranspiration  model average  Bayesian model averaging (BMA)  remote sensing  Landsat 8