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Disaggregating satellite soil moisture products based on soil thermal inertia: A comparison of a downscaling model built at two spatial scales 期刊论文
发表期刊: JOURNAL OF HYDROLOGY. 出版年: 2021, 卷号: 594
作者:  Senanayake, I. P.;  Yeo, I-Y;  Willgoose, G. R.;  Hancock, G. R.
收藏  |  浏览/下载：18/0  |  提交时间：2021/07/30
Downscaling  GLDAS  MODIS  SMAP  Soil moisture  Thermal inertia  
Estimating catchment scale soil moisture at a high spatial resolution: Integrating remote sensing and machine learning 期刊论文
发表期刊: SCIENCE OF THE TOTAL ENVIRONMENT. 出版年: 2021, 卷号: 776
作者:  Senanayake, I. P.;  Yeo, I. -Y.;  Walker, J. P.;  Willgoose, G. R.
收藏  |  浏览/下载：29/0  |  提交时间：2021/07/30
Artificial neural network  Downscaling  Gaussian process regression  Regression tree model  Soil moisture  
An in-situ data based model to downscale radiometric satellite soil moisture products in the Upper Hunter Region of NSW, Australia 期刊论文
发表期刊: JOURNAL OF HYDROLOGY. 出版年: 2019, 卷号: 572, 页码: 820-838
作者:  Senanayake, I. P.;  Yeo, I-Y;  Tangdamrongsub, N.;  Willgoose, G. R.;  Hancock, G. R.;  Welis, T.;  Fang, B.;  Lakshmi, V;  Walker, J. P.
收藏  |  浏览/下载：19/0  |  提交时间：2019/11/29
Downscaling  Disaggregation  Soil moisture  SMAP  SMOS  MODIS  
Evolution of surface connectivity and patchiness in semi-arid areas: the role of slope and plant response times 会议论文
会议名称: Combined IMACS World Congress/Modelling and Simulation Society-of-Australia-and-New-Zealand (MSSANZ)/18th Biennial Conference on Modelling and Simulation. 会议地点: Cairns, AUSTRALIA. 会议日期: JUL 13-17, 2009
作者:  Saco, P. M.;  Willgoose, G. R.
收藏  |  浏览/下载：11/0  |  提交时间：2019/12/07
Eco-hydrology of Arid Areas  Eco-geomorphology  Runoff-Runon System  Soil erosion  
Eco-geomorphology of banded vegetation patterns in arid and semi-arid regions 期刊论文
发表期刊: HYDROLOGY AND EARTH SYSTEM SCIENCES. 出版年: 2007, 卷号: 11, 期号: 6, 页码: 1717-1730
作者:  Saco, P. M.;  Willgoose, G. R.;  Hancock, G. R.
收藏  |  浏览/下载：9/0  |  提交时间：2019/11/28