Arid
(本次检索基于用户作品认领结果)

浏览/检索结果: 共25条,第1-10条 帮助

限定条件        
已选(0)清除 条数/页:   排序方式:
A Hybrid Model Coupling Physical Constraints and Machine Learning to Estimate Daily Evapotranspiration in the Heihe River Basin 期刊论文
发表期刊: REMOTE SENSING. 出版年: 2024, 卷号: 16, 期号: 12
作者:  Li, Xiang;  Xue, Feihu;  Ding, Jianli;  Xu, Tongren;  Song, Lisheng;  Pang, Zijie;  Wang, Jinjie;  Xu, Ziwei;  Ma, Yanfei;  Lu, Zheng;  Wu, Dongxing;  Wei, Jiaxing;  He, Xinlei;  Zhang, Yuan
收藏  |  浏览/下载:35/0  |  提交时间:2024/10/04
evapotranspiration  Heihe River Basin  physical constraints  machine learning  hybrid model  
Spatiotemporal Variation and Future Predictions of Soil Salinization in the Werigan-Kuqa River Delta Oasis of China 期刊论文
发表期刊: SUSTAINABILITY. 出版年: 2023, 卷号: 15, 期号: 18
作者:  He, Baozhong;  Ding, Jianli;  Huang, Wenjiang;  Ma, Xu
收藏  |  浏览/下载:19/0  |  提交时间:2024/09/29
soil salinization  machine learning  CA-Markov model  spatiotemporal change  
Estimation of soil organic matter in the Ogan-Kuqa River Oasis, Northwest China, based on visible and near-infrared spectroscopy and machine learning 期刊论文
发表期刊: JOURNAL OF ARID LAND. 出版年: 2023, 卷号: 15, 期号: 2, 页码: 191-204
作者:  Zhou, Qian;  Ding, Jianli;  Ge, Xiangyu;  Li, Ke;  Zhang, Zipeng;  Gu, Yongsheng
收藏  |  浏览/下载:29/0  |  提交时间:2024/09/29
soil organic matter content  vis-NIR spectroscopy  random forest  Boruta algorithm  machine learning  
Exploring the capability of Gaofen-5 hyperspectral data for assessing soil salinity risks 期刊论文
发表期刊: INTERNATIONAL JOURNAL OF APPLIED EARTH OBSERVATION AND GEOINFORMATION. 出版年: 2022, 卷号: 112
作者:  Ge, Xiangyu;  Ding, Jianli;  Teng, Dexiong;  Xie, Boqiang;  Zhang, Xianlong;  Wang, Jinjie;  Han, Lijing;  Bao, Qingling;  Wang, Jingzhe
收藏  |  浏览/下载:19/0  |  提交时间:2024/09/20
Gaofen-5  Soil salinization  Fractional order derivative  Machine learning  Digital soil mapping  
Digital Mapping of Soil Organic Carbon Using Sentinel Series Data: A Case Study of the Ebinur Lake Watershed in Xinjiang 期刊论文
发表期刊: REMOTE SENSING. 出版年: 2021, 卷号: 13, 期号: 4
作者:  Li, Xiaohang;  Ding, Jianli;  Liu, Jie;  Ge, Xiangyu;  Zhang, Junyong
收藏  |  浏览/下载:58/0  |  提交时间:2021/07/30
machine learning  Sentinel-1A  Sentinel-2A  Sentinel-3A  soil organic carbon  digital soil mapping  
Comparisons of random forest and stochastic gradient treeboost algorithms for mapping soil electrical conductivity with multiple subsets using Landsat OLI and DEM/GIS-based data at a type oasis in Xinjiang, China 期刊论文
发表期刊: EUROPEAN JOURNAL OF REMOTE SENSING. 出版年: 2021, 卷号: 54, 期号: 1, 页码: 158-181
作者:  Wei, Yang;  Ding, Jianli;  Yang, Shengtian;  Yang, Xiaodong;  Wang, Fei
收藏  |  浏览/下载:43/0  |  提交时间:2021/07/30
Soil salinity  machine learning  arid regions  Landsat OLI  spatial heterogeneity  
Machine learning method for quick identification of water quality index (WQI) based on Sentinel-2 MSI data: Ebinur Lake case study 期刊论文
发表期刊: WATER SUPPLY. 出版年: 2021, 卷号: 21, 期号: 3, 页码: 1291-1312
作者:  Li, Xiaohang;  Ding, Jianli;  Ilyas, Nurmemet
收藏  |  浏览/下载:58/0  |  提交时间:2021/07/30
machine learning  remote sensing reflectance  Sentinel-2 MSI  water quality index (WQI)  water quality parameter (WQP)  
基于变量优选与机器学习的干旱区湿地土壤盐渍化数字制图 期刊论文
发表期刊: 农业工程学报. 出版年: 2020, 卷号: 36, 期号: 19, 页码: 124-131
作者:  马国林;  丁建丽;  韩礼敬;  张子鹏
收藏  |  浏览/下载:30/0  |  提交时间:2021/08/05
Sentinel-2A  soils  salts  digital mapping  machine learning  variable selection  Sentinel-2A  
耦合机器学习和机载高光谱数据的土壤含水量估算 期刊论文
发表期刊: 激光与光电子学进展. 出版年: 2020, 卷号: 57, 期号: 9
作者:  田美玲;  葛翔宇;  丁建丽;  王敬哲;  张振华
收藏  |  浏览/下载:35/0  |  提交时间:2021/01/08
soil moisture content  unmanned aerial vehicle  hyperspectral data  machine learning  geographical weighted regression model  
一种基于无人机高光谱影像的土壤墒情检测新方法 期刊论文
发表期刊: 光谱学与光谱分析. 出版年: 2020, 卷号: 40, 期号: 2, 页码: 602-609
作者:  葛翔宇;  丁建丽;  王敬哲;  孙慧兰;  朱志强
收藏  |  浏览/下载:42/0  |  提交时间:2021/01/08
UAV  UAV  Remote Sensing  Hyperspectral image  Machine learning  Ensemble learning