Pan-tropical soil moisture mapping based on a three-layer model from CYGNSS GNSS-R data

Qingyun Yan, Weimin Huang, Shuanggen Jin, +1

Remote Sensing of Environment

Soil PropertyEngineeringSoil ModelingDroughtPan-tropical Soil Moisture +7

From RGB to Spectrum for Natural Scenes via Manifold-Based Mapping

Yan Jia, Yinqiang Zheng, Lin Gu, +4

EngineeringMachine LearningMultispectral ImagingEarth ScienceImage Analysis +20

Deep Learning-Based Classification Methods for Remote Sensing Images in Urban Built-Up Areas

Wenmei Li, Haiyan Liu, Yu Wang, +3

IEEE Access

Remote Sensing ImagesConvolutional Neural NetworkEngineeringUrban Built-up AreasLand Cover +15

Classification of High-Spatial-Resolution Remote Sensing Scenes Method Using Transfer Learning and Deep Convolutional Neural Network

Wenmei Li, Ziteng Wang, Yu Wang, +4

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Convolutional Neural NetworkEngineeringMachine LearningRemote Sensing SensorLand Cover +21

GNSS-R Soil Moisture Retrieval Based on a XGboost Machine Learning Aided Method: Performance and Validation

Yan Jia, Shuanggen Jin, Patrizia Savi, +4

Remote Sensing

Earth ObservationPrecision AgricultureEnvironmental MonitoringEngineeringTerrestrial Sensing +14

Fully automatic segmentation of type B aortic dissection from CTA images enabled by deep learning

Long Cao, Ruiqiong Shi, Yangyang Ge, +9

European Journal of Radiology

Convolutional Neural NetworkEngineeringMachine LearningCta ImagesSurgery +15

Remote sensing and its applications using GNSS reflected signals: advances and prospects

Shuanggen Jin, Adriano Camps, Yan Jia, +11

Satellite Navigation

Gnss TechnologyEngineeringGlobal Navigation Satellite SystemLandslides MonitoringPrecision Navigation +16

Temporal-Spatial Soil Moisture Estimation from CYGNSS Using Machine Learning Regression With a Preclassification Approach

Yan Jia, Shuanggen Jin, Haolin Chen, +4

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Earth ObservationPrecision AgricultureEngineeringMachine LearningClimate Modeling +22

Holographic digital data storage in a photorefractive polymer

M.-P. Bernal, P. M. Lundquist, Constantina Poga, +10

Optics Letters

Materials ScienceHolographyOptical MaterialsEngineeringPhysics +13

Modeling and Theoretical Analysis of GNSS-R Soil Moisture Retrieval Based on the Random Forest and Support Vector Machine Learning Approach

Yan Jia, Shuanggen Jin, Patrizia Savi, +2

Remote Sensing

Precision AgricultureEnvironmental MonitoringMachine LearningEngineeringLand Use +21