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Prediction of soil hydraulic properties using VIS-NIR spectral data in semi-arid region of Northern Karnataka Plateau 期刊论文
发表期刊: GEODERMA REGIONAL. 出版年: 2022, 卷号: 28
作者:  Dharumarajan, S.;  Lalitha, M.;  Gomez, C.;  Vasundhara, R.;  Kalaiselvi, B.;  Hegde, Rajendra
收藏  |  浏览/下载：37/0  |  提交时间：2022/03/17
Hydraulic properties  Field capacity  Permanent wilting point  Vis-NIR spectroscopy  Random forest model  Alfisols  Vertisols  
Assessing the performance of machine learning algorithms for soil salinity mapping in Google Earth Engine platform using Sentinel-2A and Landsat-8 OLI data 期刊论文
发表期刊: ADVANCES IN SPACE RESEARCH. 出版年: 2022, 卷号: 69, 期号: 2
作者:  Aksoy, Samet;  Yildirim, Aylin;  Gorji, Taha;  Hamzehpour, Nikou;  Tanik, Aysegul;  Sertel, Elif
收藏  |  浏览/下载：33/0  |  提交时间：2022/03/17
Soil salinity  Electrical conductivity  Machine learning  Cross-validation  Google Earth Engine  
Estimation of potential recharge through direct seeded and transplanted rice fields in semi-arid regions of Punjab using HYDRUS-1D 期刊论文
发表期刊: PADDY AND WATER ENVIRONMENT. 出版年: 2021
作者:  Gulati, Dinesh;  Satpute, Sanjay;  Kaur, Samanpreet;  Aggarwal, Rajan
收藏  |  浏览/下载：4/0  |  提交时间：2021/11/19
Direct seeded rice  Groundwater recharge  HYDRUS-1D  Transplanted rice  Water balance method  
Comparing the Performance of An Autoregressive State-Space Approach to the Linear Regression and Artificial Neural Network for Streamflow Estimation 期刊论文
发表期刊: JOURNAL OF ENVIRONMENTAL INFORMATICS. 出版年: 2021, 卷号: 37, 期号: 1, 页码: 36-48
作者:  Yang, Y.;  Huang, T. T.;  Shi, Y. Z.;  Wendroth, O.;  Liu, B. Y.
收藏  |  浏览/下载：14/0  |  提交时间：2021/07/30
artificial neural network  climatic factors  Loess Plateau  state-space model  streamflow  time series analysis  
Air pollution inputs to the Mojave Desert by fusing surface mobile and airborne in situ and airborne and satellite remote sensing: A case study of interbasin transport with numerical model validation 期刊论文
发表期刊: ATMOSPHERIC ENVIRONMENT. 出版年: 2020, 卷号: 224
作者:  Leifer, Ira;  Melton, Christopher;  Chatfield, Robert;  Cui, Xinguang;  Fischer, Marc L.;  Fladeland, Matthew;  Gore, Warren;  Hlavka, Dennis L.;  Iraci, Laura T.;  Marrero, Josette;  Ryoo, Ju-Mee;  Tanaka, Tomoaki;  Yates, Emma;  Yorks, John E.
收藏  |  浏览/下载：8/0  |  提交时间：2020/05/22
Methane  Flux estimation  Airborne campaign  Air basin  Fire  Smoke  Transport  Weather regional forecast model  LiDAR  Aerosol optical depth  COMEX  
Improving wood volume predictions in dry tropical forest in the semi-arid Brazil 期刊论文
发表期刊: JOURNAL OF ARID LAND. 出版年: 2020, 卷号: 12, 期号: 6, 页码: 1046-1055
作者:  de Lima, Robson B.;  Barreto-Garcia, Patricia A. B.;  de Paula, Alessandro;  Pereira, Jhuly E. S.;  de Carvalho, Flavia F.;  Gomes, Silvio H. M.
收藏  |  浏览/下载：6/0  |  提交时间：2021/11/30
volume modeling  minimal sample size  Caatinga  Spurr model  forest management  
An Evaporation Correction Approach and Its Characteristics 期刊论文
发表期刊: JOURNAL OF HYDROMETEOROLOGY. 出版年: 2020, 卷号: 21, 期号: 3, 页码: 519-532
作者:  Li, Jiamin;  Wang, Chenghai
收藏  |  浏览/下载：0/0  |  提交时间：2021/01/07
Uncertainty assessment of potential evapotranspiration in arid areas, as estimated by the Penman-Monteith method 期刊论文
发表期刊: JOURNAL OF ARID LAND. 出版年: 2020, 卷号: 12, 期号: 1, 页码: 166-180
作者:  Hua, Ding;  Hao, Xingming;  Zhang, Ying;  Qin, Jingxiu
收藏  |  浏览/下载：22/0  |  提交时间：2020/05/22
Penman-Monteith  parameter correction  surface temperature  albedo  Northwest China  
Application of a Dynamic Clustered Bayesian Model Averaging (DCBA) Algorithm for Merging Multisatellite Precipitation Products over Pakistan 期刊论文
发表期刊: JOURNAL OF HYDROMETEOROLOGY. 出版年: 2020, 卷号: 21, 期号: 1, 页码: 17-37
作者:  Rahman, Khalil Ur;  Shang, Songhao;  Shahid, Muhammad;  Wen, Yeqiang;  Khan, Zeeshan
收藏  |  浏览/下载：16/0  |  提交时间：2020/03/23
Precipitation  Remote sensing  Bayesian methods  Ensembles  
Comparative Analysis of Fractional Vegetation Cover Estimation Based on Multi-sensor Data in a Semi-arid Sandy Area 期刊论文
发表期刊: Chinese Geographical Science. 出版年: 2019, 卷号: 29, 期号: 1, 页码: 166-180
作者:  Liu Qiuyu;  Zhang Tinglong;  Li Yizhe;  Li Ying;  Bu Chongfeng;  Zhang Qingfeng
收藏  |  浏览/下载：5/0  |  提交时间：2021/01/08
fractional vegetation cover (FVC)  Sentinel-2A (S2)  unmanned aerial vehicle (UAV) image  pixel dichotomy model  regression model