An Approach to Improve the Spatial Resolution and Accuracy of AMSR2 Passive Microwave Snow Depth Product Using Machine Learning in Northeast China

Downscaling Snow Depth Mapping by Fusion of Microwave and Optical Remote-Sensing Data Based on Deep Learning

(2021) Linglong Zhu et al.   Remote Sensing

Reconstruction of Snow Depth Data at Moderate Spatial Resolution (1 km) from Remotely Sensed Snow Data and Multiple Optimized Environmental Factors: A Case Study over the Qinghai-Tibetan Plateau

(2021) Pengtao Wei et al.   Remote Sensing

An investigation on microwave transmissivity at frequencies of 18.7 and 36.5 GHz for diverse forest types during snow season

(2021) Wang Guangrui et al.   International Journal of Digital Earth

Development of a fine-resolution snow depth product based on the snow cover probability for the Tibetan Plateau: Validation and spatial–temporal analyses

(2021) Dajiang Yan et al.   JOURNAL OF HYDROLOGY

Improving snow depth estimation by coupling HUT-optimized effective snow grain size parameters with the random forest approach

(2021) J.W. Yang et al.   REMOTE SENSING OF ENVIRONMENT

Patterns and trends of Northern Hemisphere snow mass from 1980 to 2018

(2020) Jouni Pulliainen et al.   NATURE

Effects of Winter Snow Cover on Spring Soil Moisture Based on Remote Sensing Data Product over Farmland in Northeast China

(2020) Shuang Liang et al.   Remote Sensing

Assessment of machine learning classifiers for global lake ice cover mapping from MODIS TOA reflectance data

(2020) Yuhao Wu et al.   REMOTE SENSING OF ENVIRONMENT

Development of a Snow Depth Estimation Algorithm over China for the FY-3D/MWRI

(2019) Jianwei Yang et al.   Remote Sensing

AMSR2 snow depth downscaling algorithm based on a multifactor approach over the Tibetan Plateau, China

(2019) Yunlong Wang et al.   REMOTE SENSING OF ENVIRONMENT

Snow Depth Retrieval in Farmland Based on a Statistical Lookup Table from Passive Microwave Data in Northeast China

(2019) Lingjia Gu et al.   Remote Sensing

Snow Depth Retrieval Based on a Multifrequency Passive Microwave Unmixing Method for Saline-Alkaline Land in the Western Jilin Province of China

(2018) Lingjia Gu et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

A spatial downscaling approach for the SMAP passive surface soil moisture product using random forest regression

(2018) Wei Zhao et al.   JOURNAL OF HYDROLOGY

Support vector regression snow-depth retrieval algorithm using passive microwave remote sensing data

(2018) Xiongxin Xiao et al.   REMOTE SENSING OF ENVIRONMENT

Estimating snow-cover trends from space

(2018) Kat J. Bormann et al.   Nature Climate Change

Snow–atmosphere coupling in the Northern Hemisphere

(2018) Gina R. Henderson et al.   Nature Climate Change

Estimation of Snow Depth over the Qinghai-Tibetan Plateau Based on AMSR-E and MODIS Data

(2018) Liyun Dai et al.   Remote Sensing

Snow Depth Retrieval Based on a Multifrequency Dual-Polarized Passive Microwave Unmixing Method From Mixed Forest Observations

(2016) Lingjia Gu et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Estimation of snow depth from passive microwave brightness temperature data in forest regions of northeast China

(2016) Tao Che et al.   REMOTE SENSING OF ENVIRONMENT

Modeling Both Active and Passive Microwave Remote Sensing of Snow Using Dense Media Radiative Transfer (DMRT) Theory With Multiple Scattering and Backscattering Enhancement

(2015) Shurun Tan et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Spatiotemporal analysis of snow depth inversion based on the FengYun-3B MicroWave Radiation Imager: a case study in Heilongjiang Province, China

(2014) Xiaofeng Li et al.   Journal of Applied Remote Sensing

Towards an enhanced method to map snow cover areas and derive snow-water equivalent in Lebanon

(2014) Mario Mhawej et al.   JOURNAL OF HYDROLOGY

Monitoring of Alpine snow using satellite radiometers and artificial neural networks

(2014) E. Santi et al.   REMOTE SENSING OF ENVIRONMENT

Uncertainty in seasonal snow reconstruction: Relative impacts of model forcing and image availability

(2012) A.G. Slater et al.   ADVANCES IN WATER RESOURCES

Potential for hydrologic characterization of deep mountain snowpack via passive microwave remote sensing in the Kern River basin, Sierra Nevada, USA

(2012) Dongyue Li et al.   REMOTE SENSING OF ENVIRONMENT

Snow depth and snow water equivalent estimation from AMSR-E data based on a priori snow characteristics in Xinjiang, China

(2012) Liyun Dai et al.   REMOTE SENSING OF ENVIRONMENT

A new soil freeze/thaw discriminant algorithm using AMSR-E passive microwave imagery

(2011) Tianjie Zhao et al.   HYDROLOGICAL PROCESSES

Support vector machines in remote sensing: A review

(2010) Giorgos Mountrakis et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Toward advanced daily cloud-free snow cover and snow water equivalent products from Terra–Aqua MODIS and Aqua AMSR-E measurements

(2010) Yang Gao et al.   JOURNAL OF HYDROLOGY

Development of a tundra-specific snow water equivalent retrieval algorithm for satellite passive microwave data

(2010) C. Derksen et al.   REMOTE SENSING OF ENVIRONMENT

Snow depth derived from passive microwave remote-sensing data in China

(2009) Tao Che et al.   ANNALS OF GLACIOLOGY

Passive microwave (SSM/I) satellite predictions of valley glacier hydrology, Matanuska Glacier, Alaska

(2008) S. Kopczynski et al.   GEOPHYSICAL RESEARCH LETTERS