中文版 | English

在结果中检索

Arid

浏览/检索结果: 共68条，第1-10条 帮助

限定条件    
已选(0)清除 条数/页：   排序方式：
A Global Meta-Analysis of Soil Salinity Prediction Integrating Satellite Remote Sensing, Soil Sampling, and Machine Learning 期刊论文
发表期刊: IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING. 出版年: 2022
作者:  Shi, Haiyang;  Hellwich, Olaf;  Luo, Geping;  Chen, Chunbo;  He, Huili;  Ochege, Friday Uchenna;  Van de Voorde, Tim;  Kurban, Alishir;  de Maeyer, Philippe
收藏  |  浏览/下载：15/0  |  提交时间：2022/02/12
Salinity (geophysical)  Soil  Vegetation mapping  Satellites  Predictive models  Data models  Geography  Hyperspectral  machine learning  multispectral  remote sensing  satellite  soil salinity  
Adaptive estimation of multi-regional soil salinization using extreme gradient boosting with Bayesian TPE optimization 期刊论文
发表期刊: INTERNATIONAL JOURNAL OF REMOTE SENSING. 出版年: 2022, 卷号: 43, 期号: 3, 页码: 778-811
作者:  Chen, Baili;  Zheng, Hongwei;  Luo, Geping;  Chen, Chunbo;  Bao, Anming;  Liu, Tie;  Chen, Xi
收藏  |  浏览/下载：15/0  |  提交时间：2022/03/17
Soil salinization  multi-regions  XGBoost  TPE optimization  feature selection  hyper-parameter tuning  
Assessment of Climate Change in Central Asia from 1980 to 2100 Using the Koppen-Geiger Climate Classification 期刊论文
发表期刊: ATMOSPHERE. 出版年: 2021, 卷号: 12, 期号: 1
作者:  He, Huili;  Luo, Geping;  Cai, Peng;  Hamdi, Rafiq;  Termonia, Piet;  De Maeyer, Philippe;  Kurban, Alishir;  Li, Jianjun
收藏  |  浏览/下载：2/0  |  提交时间：2021/03/08
Central Asia  Kö  ppen-Geiger climate classification  climatic zone shifts  
Quantifying the contribution of climate change and human activities to biophysical parameters in an arid region 期刊论文
发表期刊: ECOLOGICAL INDICATORS. 出版年: 2021, 卷号: 129
作者:  Zhang, Wenqiang;  Luo, Geping;  Chen, Chunbo;  Ochege, Friday U.;  Hellwich, Olaf;  Zheng, Hongwei;  Hamdi, Rafiq;  Wu, Shixin
收藏  |  浏览/下载：8/0  |  提交时间：2021/11/19
Climate change  Human activities  Biophysical parameters  The Northern slope of the Tianshan Mountains  Random Forest model  Machine learning  
Analysis of the Impacts of Environmental Factors on Rat Hole Density in the Northern Slope of the Tienshan Mountains with Satellite Remote Sensing Data 期刊论文
发表期刊: REMOTE SENSING. 出版年: 2021, 卷号: 13, 期号: 22
作者:  Shi, Haiyang;  Pan, Qun;  Luo, Geping;  Hellwich, Olaf;  Chen, Chunbo;  Van de Voorde, Tim;  Kurban, Alishir;  De Maeyer, Philippe;  Wu, Shixin
收藏  |  浏览/下载：20/0  |  提交时间：2022/02/12
NDVI  GIMMS  SRTM  Rhombomys opimus  Lagurus luteus  
A framework for estimating actual evapotranspiration at weather stations without flux observations by combining data from MODIS and flux towers through a machine learning approach 期刊论文
发表期刊: JOURNAL OF HYDROLOGY. 出版年: 2021, 卷号: 603
作者:  Zhang, Chen;  Luo, Geping;  Hellwich, Olaf;  Chen, Chunbo;  Zhang, Wenqiang;  Xie, Mingjuan;  He, Huili;  Shi, Haiyang;  Wang, Yuangang
收藏  |  浏览/下载：2/0  |  提交时间：2022/02/12
Evapotranspiration  Weather stations without flux observations  Multiple temporal resolutions  Spatial cross-validation  Machine learning  Grasslands  
Simulation of site-scale water fluxes in desert and natural oasis ecosystems of the arid region in Northwest China 期刊论文
发表期刊: HYDROLOGICAL PROCESSES. 出版年: 2021, 卷号: 35, 期号: 12
作者:  Xie, Mingjuan;  Luo, Geping;  Hellwich, Olaf;  Frankl, Amaury;  Zhang, Wenqiang;  Chen, Chunbo;  Zhang, Chen;  De Maeyer, Philippe
收藏  |  浏览/下载：2/0  |  提交时间：2022/03/17
desert ecosystem  machine learning  natural oasis ecosystem  random forest  water fluxes  
Assessing Satellite, Land Surface Model and Reanalysis Evapotranspiration Products in the Absence of In-Situ in Central Asia 期刊论文
发表期刊: REMOTE SENSING. 出版年: 2021, 卷号: 13, 期号: 24
作者:  Ochege, Friday Uchenna;  Shi, Haiyang;  Li, Chaofan;  Ma, Xiaofei;  Igboeli, Emeka Edwin;  Luo, Geping
收藏  |  浏览/下载：16/0  |  提交时间：2022/03/17
evapotranspiration  triple collocation  arid ecosystem biomes  satellite  land surface model  reanalysis  
Desertification Extraction Based on a Microwave Backscattering Contribution Decomposition Model at the Dry Bottom of the Aral Sea 期刊论文
发表期刊: REMOTE SENSING. 出版年: 2021, 卷号: 13, 期号: 23
作者:  Song, Yubin;  Zheng, Hongwei;  Chen, Xi;  Bao, Anming;  Lei, Jiaqiang;  Xu, Wenqiang;  Luo, Geping;  Guan, Qing
收藏  |  浏览/下载：19/0  |  提交时间：2022/02/12
desertification  Aral Sea  microwave backscattering contribution decomposition  least squares method  
Mapping Evapotranspiration Variability over a Complex Oasis-Desert Ecosystem based on Automated Calibration of Landsat 7 ETM+ data in SEBAL (vol 56, pg 1305, 2019) 期刊论文
发表期刊: GISCIENCE & REMOTE SENSING. 出版年: 2020, 卷号: 57, 期号: 1, 页码: I-I
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：7/0  |  提交时间：2019/11/29