23.2.15.1 Soil Moisture Downscaling

Chapter Contents (Back)
Moisture. Downscale.
See also Soil Moisture, Radar, SAR, X-Band.

Kaheil, Y.H., Gill, M.K., McKee, M., Bastidas, L.A., Rosero, E.,
Downscaling and Assimilation of Surface Soil Moisture Using Ground Truth Measurements,
GeoRS(46), No. 5, May 2008, pp. 1375-1384.
IEEE DOI 0804
BibRef

Chakrabarti, S., Bongiovanni, T., Judge, J., Nagarajan, K., Principe, J.C.,
Downscaling Satellite-Based Soil Moisture in Heterogeneous Regions Using High-Resolution Remote Sensing Products and Information Theory: A Synthetic Study,
GeoRS(53), No. 1, January 2015, pp. 85-101.
IEEE DOI 1410
entropy BibRef

Verhoest, N.E.C., van den Berg, M.J., Martens, B., Lievens, H., Wood, E.F., Pan, M.[Ming], Kerr, Y.H., Al Bitar, A., Tomer, S.K., Drusch, M., Vernieuwe, H., de Baets, B., Walker, J.P., Dumedah, G., Pauwels, V.R.N.,
Copula-Based Downscaling of Coarse-Scale Soil Moisture Observations With Implicit Bias Correction,
GeoRS(53), No. 6, June 2015, pp. 3507-3521.
IEEE DOI 1503
hydrological techniques BibRef

Merlin, O.[Olivier], Malbéteau, Y.[Yoann], Notfi, Y.[Youness], Bacon, S.[Stefan], Khabba, S.E.R.S.[Salah Er-Raki Saďd], Jarlan, L.[Lionel],
Performance Metrics for Soil Moisture Downscaling Methods: Application to DISPATCH Data in Central Morocco,
RS(7), No. 4, 2015, pp. 3783-3807.
DOI Link 1505
BibRef

He, L., Hong, Y., Wu, X., Ye, N., Walker, J.P., Chen, X.,
Investigation of SMAP Active-Passive Downscaling Algorithms Using Combined Sentinel-1 SAR and SMAP Radiometer Data,
GeoRS(56), No. 8, August 2018, pp. 4906-4918.
IEEE DOI 1808
hydrological techniques, moisture, moisture measurement, radiometers, remote sensing by radar, soil, Soil Moisture Active Passive (SMAP) BibRef

Peng, J.[Jian], Loew, A., Zhang, S.Q.[Shi-Qiang], Wang, J.[Jie], Niesel, J.,
Spatial Downscaling of Satellite Soil Moisture Data Using a Vegetation Temperature Condition Index,
GeoRS(54), No. 1, January 2016, pp. 558-566.
IEEE DOI 1601
hydrological techniques BibRef

Das, N.N., Entekhabi, D., Dunbar, R.S., Njoku, E.G., Yueh, S.H.,
Uncertainty Estimates in the SMAP Combined Active-Passive Downscaled Brightness Temperature,
GeoRS(54), No. 2, February 2016, pp. 640-650.
IEEE DOI 1601
Backscatter BibRef

Ko, A., Mascaro, G., Vivoni, E.R.,
Irrigation Impacts on Scaling Properties of Soil Moisture and the Calibration of a Multifractal Downscaling Model,
GeoRS(54), No. 6, June 2016, pp. 3128-3142.
IEEE DOI 1606
calibration BibRef

Song, C.Y.[Cheng-Yun], Jia, L.[Li],
A Method for Downscaling FengYun-3B Soil Moisture Based on Apparent Thermal Inertia,
RS(8), No. 9, 2016, pp. 703.
DOI Link 1610
BibRef

Wu, X., Walker, J.P., Rüdiger, C., Panciera, R., Gao, Y.,
Medium-Resolution Soil Moisture Retrieval Using the Bayesian Merging Method,
GeoRS(55), No. 11, November 2017, pp. 6482-6493.
IEEE DOI 1711
Backscatter, Microwave radiometry, Radar, Rough surfaces, Soil moisture, Surface roughness, Bayesian, SMAP Experiments (SMAPEx), Soil Moisture Active Passive (SMAP), downscaling algorithms. BibRef

Jin, Y.[Yan], Ge, Y.[Yong], Wang, J.H.[Jiang-Hao], Heuvelink, G.B.M.[Gerard B. M.], Wang, L.[Le],
Geographically Weighted Area-to-Point Regression Kriging for Spatial Downscaling in Remote Sensing,
RS(10), No. 4, 2018, pp. xx-yy.
DOI Link 1805
BibRef

Xu, C.Y.[Chen-Yang], Qu, J.J.[John J.], Hao, X.J.[Xian-Jun], Cosh, M.H.[Michael H.], Prueger, J.H.[John H.], Zhu, Z.L.[Zhi-Liang], Gutenberg, L.[Laurel],
Downscaling of Surface Soil Moisture Retrieval by Combining MODIS/Landsat and In Situ Measurements,
RS(10), No. 2, 2018, pp. xx-yy.
DOI Link 1804
BibRef

Fang, B.[Bin], Lakshmi, V.[Venkat], Bindlish, R.[Rajat], Jackson, T.J.[Thomas J.],
AMSR2 Soil Moisture Downscaling Using Temperature and Vegetation Data,
RS(10), No. 10, 2018, pp. xx-yy.
DOI Link 1811
BibRef

Bai, J.Y.[Jue-Ying], Cui, Q.[Qian], Zhang, W.[Wen], Meng, L.K.[Ling-Kui],
An Approach for Downscaling SMAP Soil Moisture by Combining Sentinel-1 SAR and MODIS Data,
RS(11), No. 23, 2019, pp. xx-yy.
DOI Link 1912
BibRef

Kovacevic, J.[Jovan], Cvijetinovic, Ž.[Željko], Stancic, N.[Nikola], Brodic, N.[Nenad], Mihajlovic, D.[Dragan],
New Downscaling Approach Using ESA CCI SM Products for Obtaining High Resolution Surface Soil Moisture,
RS(12), No. 7, 2020, pp. xx-yy.
DOI Link 2004
BibRef

Yan, R.[Ran], Bai, J.J.[Jian-Jun],
A New Approach for Soil Moisture Downscaling in the Presence of Seasonal Difference,
RS(12), No. 17, 2020, pp. xx-yy.
DOI Link 2009
BibRef

Cao, Z.[Zetao], Gao, H.X.[Hong-Xia], Nan, Z.T.[Zhuo-Tong], Zhao, Y.[Yi], Yin, Z.Y.[Zi-Yun],
A Semi-Physical Approach for Downscaling Satellite Soil Moisture Data in a Typical Cold Alpine Area, Northwest China,
RS(13), No. 3, 2021, pp. xx-yy.
DOI Link 2102
BibRef

Zhang, H.Y.[Hong-Yan], Wang, S.D.[Shu-Dong], Liu, K.[Kai], Li, X.[Xueke], Li, Z.Q.[Zheng-Qiang], Zhang, X.Y.[Xiao-Yuan], Liu, B.X.[Bing-Xuan],
Downscaling of AMSR-E Soil Moisture over North China Using Random Forest Regression,
IJGI(11), No. 2, 2022, pp. xx-yy.
DOI Link 2202
BibRef

Llamas, R.M.[Ricardo M.], Valera, L.[Leobardo], Olaya, P.[Paula], Taufer, M.[Michela], Vargas, R.[Rodrigo],
Downscaling Satellite Soil Moisture Using a Modular Spatial Inference Framework,
RS(14), No. 13, 2022, pp. xx-yy.
DOI Link 2208
BibRef

Wernicke, L.J.[Liza J.], Chew, C.C.[Clara C.], Small, E.E.[Eric E.], Das, N.N.[Narendra N.],
Downscaling SMAP Brightness Temperatures to 3 km Using CYGNSS Reflectivity Observations: Factors That Affect Spatial Heterogeneity,
RS(14), No. 20, 2022, pp. xx-yy.
DOI Link 2211
BibRef

Hu, Z.X.[Zi-Xuan], Chai, L.[Linna], Crow, W.T.[Wade T.], Liu, S.M.[Shao-Min], Zhu, Z.L.[Zhong-Li], Zhou, J.[Ji], Qu, Y.Q.[Yu-Quan], Liu, J.[Jin], Yang, S.Q.[Shi-Qi], Lu, Z.[Zheng],
Applying a Wavelet Transform Technique to Optimize General Fitting Models for SM Analysis: A Case Study in Downscaling over the Qinghai-Tibet Plateau,
RS(14), No. 13, 2022, pp. xx-yy.
DOI Link 2208
BibRef

Mao, T.N.[Tao-Ning], Wei, S.G.[Shang-Guan], Li, Q.L.[Qing-Liang], Li, L.[Lu], Zhang, Y.[Ye], Huang, F.[Feini], Li, J.[Jianduo], Liu, W.[Wei], Zhang, R.[Ruqing],
A Spatial Downscaling Method for Remote Sensing Soil Moisture Based on Random Forest Considering Soil Moisture Memory and Mass Conservation,
RS(14), No. 16, 2022, pp. xx-yy.
DOI Link 2208
BibRef

Luo, Q.[Qidi], Liang, Y.[Yueji], Guo, Y.[Yue], Liang, X.Y.[Xing-Yong], Ren, C.[Chao], Yue, W.T.[Wei-Ting], Zhu, B.L.[Bing-Lin], Jiang, X.Y.[Xue-Yu],
Enhancing Spatial Resolution of GNSS-R Soil Moisture Retrieval through XGBoost Algorithm-Based Downscaling Approach: A Case Study in the Southern United States,
RS(15), No. 18, 2023, pp. 4576.
DOI Link 2310
BibRef

Cheng, L.[Lin], Liu, S.[Suxia], Mo, X.G.[Xing-Guo], Hu, S.[Shi], Zhou, H.[Haowei], Xie, C.S.[Chao-Shuai], Nielsen, S.[Sune], Grosen, H.[Henrik], Bauer-Gottwein, P.[Peter],
Assessing the Potential of 10-m Resolution TVDI Based on Downscaled LST to Monitor Soil Moisture in Tang River Basin, China,
RS(15), No. 3, 2023, pp. xx-yy.
DOI Link 2302
BibRef

Nadeem, A.A.[Adeel Ahmad], Zha, Y.Y.[Yuan-Yuan], Shi, L.S.[Liang-Sheng], Ali, S.[Shoaib], Wang, X.[Xi], Zafar, Z.[Zeeshan], Afzal, Z.[Zeeshan], Tariq, M.A.U.R.[Muhammad Atiq Ur Rehman],
Spatial Downscaling and Gap-Filling of SMAP Soil Moisture to High Resolution Using MODIS Surface Variables and Machine Learning Approaches over ShanDian River Basin, China,
RS(15), No. 3, 2023, pp. xx-yy.
DOI Link 2302
BibRef

Xu, J.X.[Jia-Xin], Su, Q.[Qiaomei], Li, X.T.[Xiao-Tao], Ma, J.W.[Jian-Wei], Song, W.L.[Wen-Long], Zhang, L.[Lei], Su, X.Y.[Xiao-Ye],
A Spatial Downscaling Framework for SMAP Soil Moisture Based on Stacking Strategy,
RS(16), No. 1, 2024, pp. xx-yy.
DOI Link 2401
BibRef

Xiao, H.Z.[Hong-Zhi], Wang, J.J.[Jin-Jie], Ding, J.L.[Jian-Li], Li, X.[Xiang], Chen, K.Y.[Ke-Yu],
Downscale Inversion of Soil Moisture during Vegetation Growth Period in Ebinur Lake Watershed,
RS(16), No. 6, 2024, pp. 983.
DOI Link 2403
BibRef

Zhang, D.[Danwen], Lu, L.J.[Lin-Jun], Li, X.[Xuan], Zhang, J.H.[Jia-Hua], Zhang, S.[Sha], Yang, S.S.[Shan-Shan],
Spatial Downscaling of ESA CCI Soil Moisture Data Based on Deep Learning with an Attention Mechanism,
RS(16), No. 8, 2024, pp. 1394.
DOI Link 2405
BibRef

Cai, Y.L.[Yu-Lin], Fan, P.[Puran], Lang, S.[Sen], Li, M.Y.[Meng-Yao], Muhammad, Y.[Yasir], Liu, A.[Aixia],
Downscaling of SMAP Soil Moisture Data by Using a Deep Belief Network,
RS(14), No. 22, 2022, pp. xx-yy.
DOI Link 2212
BibRef

Senanayake, I.P.[Indishe P.], Arachchilage, K.R.L.P.[Kalani R. L. Pathira], Yeo, I.Y.[In-Young], Khaki, M.[Mehdi], Han, S.C.[Shin-Chan], Dahlhaus, P.G.[Peter G.],
Spatial Downscaling of Satellite-Based Soil Moisture Products Using Machine Learning Techniques: A Review,
RS(16), No. 12, 2024, pp. 2067.
DOI Link 2406
BibRef


Lei, X., Wang, Y., Guo, T.,
Downscaling of SMAP Soil Moisture Product By Data Fusion With VIIRS LST/EVI Product,
SmartCityApp21(355-360).
DOI Link 2201
BibRef

Chapter on Remote Sensing General Issue, Land Use, Land Cover continues in
Soil Moisture, GNSS-R, CYGNSS .


Last update:Oct 22, 2024 at 22:09:59