王群明

2026

TTFormer：一种新的遥感影像薄云与厚云联合检测方法

《遥感学报》

2026

UTCMapper for 0.3 m urban tree canopy mapping: A case study in Shanghai

Remote Sensing of Environment

DOI

2026

Crowd detection using Very-Fine-Resolution satellite imagery

ISPRS Journal of Photogrammetry and Remote Sensing

DOI

2026

Monitoring Planted Forest Expansion From 1990 to 2020 in China

IEEE Transactions on Geoscience and Remote Sensing

DOI

2026

A Deep Learning-Based Spatio-Temporal Fusion Model Accounting for Strong Phenological Changes

IEEE Transactions on Geoscience and Remote Sensing

DOI

2026

Spatiotemporal Fusion Based on Cloudy Time-Series

IEEE Transactions on Geoscience and Remote Sensing

DOI

2026

A Supervised Strategy for Object-Based Spectral Unmixing

Photogrammetric Engineering & Remote Sensing

DOI

2026

DPFNet: A Detail-Preserved Pyramid Fusion Network for Remote Sensing Image Dehazing

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

DOI

2026

Impacts of Compound Drought–Fire Events on Vegetation Sensitivity to Precipitation: Evidence from Global Satellite Observations during 2005 to 2021

Journal of Remote Sensing

DOI

2026

Comment on essd-2026-79

DOI

2026

Widespread biophysical cooling effects due to post-fire greening

International Journal of Applied Earth Observation and Geoinformation

DOI

2026

The dynamic response of vegetation water use efficiency to wildfire disturbances in the Northern Hemisphere

Agricultural and Forest Meteorology

DOI

2026

Generation of a global, daily, spatiotemporally seamless solar-induced chlorophyll fluorescence dataset from 2018 to 2021

International Journal of Digital Earth

DOI

2025

耦合空域重建的植被指数时空融合方法

《遥感学报》

2025

A TCN-Transformer Parallel model for reconstruction of a global, daily, spatially seamless FY-3B soil moisture dataset

Remote Sensing of Environment

DOI

2025

Nighttime light remote sensing image haze removal based on a deep learning model

Remote Sensing of Environment

DOI

2025

MST-Net: A General Deep Learning Model for Thick Cloud Removal From Optical Images

IEEE Transactions on Geoscience and Remote Sensing

DOI

2025

A 30 m Canopy Height Map in China Created by Fusion of Multiple Relative Height Metrics

IEEE Transactions on Geoscience and Remote Sensing

DOI

2025

Filling Gaps in Global Daily TROPOMI Solar-Induced Chlorophyll Fluorescence Data From 2018 to 2021

IEEE Transactions on Geoscience and Remote Sensing

DOI

2025

Thick Cloud Removal of Landsat Time-Series Using Convolutional LSTM With Embedded Residual Modules

IEEE Transactions on Geoscience and Remote Sensing

DOI

2025

Mitigating Class Imbalance and Enhancing Unlabeled Data Extraction in Semi-Supervised Deep Learning for Martian Terrain Segmentation

IEEE Transactions on Geoscience and Remote Sensing

DOI

2025

Reconstruction of 500-m, 8-Day Historical MODIS Fractional Vegetation Cover (FVC) Dataset (1982–2000) in China

IEEE Transactions on Geoscience and Remote Sensing

DOI

2025

M 2 -STF: Integration of Multimodal Data for Spatiotemporal Fusion

IEEE Transactions on Geoscience and Remote Sensing

DOI

2025

SOUL: A weakly supervised framework for Martian rock segmentation using scribble labels

International Journal of Applied Earth Observation and Geoinformation

DOI

2025

CT-HiffNet: A contour-texture hierarchical feature fusion network for cropland field parcel extraction from high-resolution remote sensing images

Computers and Electronics in Agriculture

DOI

2025

Generating a downscaled hourly surface soil moisture dataset for wildfire prediction

Journal of Hydrology

DOI

2025

Integration of coarser images in subpixel mapping

Urban Informatics

DOI

2025

Quantifying the relative importance of natural and human factors on vegetation dynamics in China's western frontiers during 2010–2021

Environmental Research

DOI

2025

Multimodal deep learning-based feature fusion for object detection in remote sensing images

Computer Science and Information Systems

DOI

2025

Spatial reconstruction-aided spatio-temporal fusion of NDVI images

National Remote Sensing Bulletin

DOI

2024

FVC-Net：高空间分辨率植被覆盖度的融合网络

《遥感学报》

2024

Data fidelity-oriented spatial-spectral fusion of CRISM and CTX images

ISPRS Journal of Photogrammetry and Remote Sensing

DOI

2024

Unsupervised object-based spectral unmixing for subpixel mapping

Remote Sensing of Environment

DOI

2024

Evaluation of the Effectiveness of Downscaled Precipitation Data in Drought Monitoring

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

DOI

2024

TSI-Siamnet: A Siamese network for cloud and shadow detection based on time-series cloudy images

ISPRS Journal of Photogrammetry and Remote Sensing

DOI

2024

Filling gaps in cloudy Landsat LST product by spatial-temporal fusion of multi-scale data

Remote Sensing of Environment

DOI

2024

Global Natural and Planted Forests Mapping at Fine Spatial Resolution of 30 m

Journal of Remote Sensing

DOI

2024

RES-STF: Spatio temporal Fusion of Visible Infrared Imaging Radiometer Suite and Landsat Land Surface Temperature Based on Restormer

Journal of Remote Sensing

DOI

2024

Generation of 100-m, Hourly Land Surface Temperature Based on Spatio-Temporal Fusion

IEEE Transactions on Geoscience and Remote Sensing

DOI

2024

Reconstruction of Historical SMAP Soil Moisture Dataset From 1979 to 2015 Using CCI Time-Series

IEEE Transactions on Geoscience and Remote Sensing

DOI

2024

Downscaling Satellite Night-Time Light Imagery While Addressing the Blooming Effect

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

DOI

2024

Hard-Constrained Hopfield Neural Network for Subpixel Mapping

IEEE Transactions on Geoscience and Remote Sensing

DOI

2024

Evaluation of food-water-energy sustainable development in China’s western frontiers during 2010–2021

International Journal of Digital Earth

DOI

2024

A stepwise method for downscaling SMAP soil moisture dataset in the CONUS during 2015–2019

International Journal of Applied Earth Observation and Geoinformation

DOI

2024

CSDFormer: A cloud and shadow detection method for landsat images based on transformer

International Journal of Applied Earth Observation and Geoinformation

DOI

2024

FVC-Net： A fusion network for producing fine spatial resolution fractional vegetation cover

National Remote Sensing Bulletin

DOI

2023

融合Sentinel-2数据的高分五号高光谱数据降尺度

《遥感学报》

2023

Fusion of Surface Soil Moisture Data for Spatial Downscaling of Daily Satellite Precipitation Data

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

DOI

2023

A comprehensive review of spatial-temporal-spectral information reconstruction techniques

Science of Remote Sensing

DOI

2023

Unpaired spatio-temporal fusion of image patches (USTFIP) from cloud covered images

Remote Sensing of Environment

DOI

2023

Remote Sensing Image Segmentation Based on a Novel Gaussian Mixture Model and SURF Algorithm

International Journal of Swarm Intelligence Research

DOI

2023

Filling Then Spatio-Temporal Fusion for All-Sky MODIS Land Surface Temperature Generation

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

DOI

2023

Digital Soil Mapping Based on Fine Temporal Resolution Landsat Data Produced by Spatiotemporal Fusion

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

DOI

2023

Hyperspectral Target Detection via Global Spatial–Spectral Attention Network and Background Suppression

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

DOI

2023

Thirty-meter map of young forest age in China

Earth system science data

DOI

2023

Responses of thermokarst lake dynamics to permafrost degradation on the central Tibetan Plateau

CATENA

DOI

2023

High-quality super-resolution mapping using spatial deep learning

iScience

DOI

2023

Reconstruction of a spatially seamless, daily SMAP (SSD_SMAP) surface soil moisture dataset from 2015 to 2021

Journal of Hydrology

DOI

2023

Incorporating inconsistent auxiliary images in haze removal of very high resolution images

International Journal of Applied Earth Observation and Geoinformation

DOI

2023

Comment on essd-2022-426

DOI

2023

Reply on CC1

DOI

2023

Reply on RC1

DOI

2023

Comment on essd-2022-415

DOI

2023

M2F2-RCNN: Multi-functional faster RCNN based on multi-scale feature fusion for region search in remote sensing images

Computer Science and Information Systems

DOI

2022

融合多光谱影像的高光谱影像厚云去除方法

《测绘学报》

2022

Spatio-temporal subpixel mapping with cloudy images

Science of Remote Sensing

DOI

2022

A spectral grouping-based deep learning model for haze removal of hyperspectral images

ISPRS Journal of Photogrammetry and Remote Sensing

DOI

2022

Remote sensing image gap filling based on spatial-spectral random forests

Science of Remote Sensing

DOI

2022

A deep learning model for incorporating temporal information in haze removal

Remote Sensing of Environment

DOI

2022

RSCNet: A Residual Self-Calibrated Network for Hyperspectral Image Change Detection

IEEE Transactions on Geoscience and Remote Sensing

DOI

2022

Local Spatial–Spectral Information-Integrated Semisupervised Two-Stream Network for Hyperspectral Anomaly Detection

IEEE Transactions on Geoscience and Remote Sensing

DOI

2022

Reconstruction of a Global 9 km, 8-Day SMAP Surface Soil Moisture Dataset during 2015–2020 by Spatiotemporal Fusion

Journal of Remote Sensing

DOI

2022

A Double Dictionary-Based Nonlinear Representation Model for Hyperspectral Subpixel Target Detection

IEEE Transactions on Geoscience and Remote Sensing

DOI

2022

Hyperspectral Anomaly Detection via Background Purification and Spatial Difference Enhancement

IEEE Geoscience and Remote Sensing Letters

DOI

2022

Sparse Tensor Model-Based Spectral Angle Detector for Hyperspectral Target Detection

IEEE Transactions on Geoscience and Remote Sensing

DOI

2022

Self-Adaptive Low-Rank and Sparse Decomposition for Hyperspectral Anomaly Detection

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

DOI

2022

Reweighted Nuclear Norm and Total Variation Regularization With Sparse Dictionary Construction for Hyperspectral Anomaly Detection

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

DOI

2022

Fast spatial-spectral random forests for thick cloud removal of hyperspectral images

International Journal of Applied Earth Observation and Geoinformation

DOI

2022

Integrating 250 m MODIS data in spectral unmixing for 500 m fractional vegetation cover estimation

International Journal of Applied Earth Observation and Geoinformation

DOI

2021

Augmented Sample-Based Real-Time Spatiotemporal Spectral Unmixing

Photogrammetric Engineering & Remote Sensing

DOI

2021

Fast and Slow Changes Constrained Spatio-Temporal Subpixel Mapping

IEEE Transactions on Geoscience and Remote Sensing

DOI

2021

Geographically Weighted Spatial Unmixing for Spatiotemporal Fusion

IEEE Transactions on Geoscience and Remote Sensing

DOI

2021

Real-Time Spatiotemporal Spectral Unmixing of MODIS Images

IEEE Transactions on Geoscience and Remote Sensing

DOI

2021

Integrating spatio-temporal-spectral information for downscaling Sentinel-3 OLCI images

ISPRS Journal of Photogrammetry and Remote Sensing

DOI

2021

SSA-SiamNet: Spectral–Spatial-Wise Attention-Based Siamese Network for Hyperspectral Image Change Detection

IEEE Transactions on Geoscience and Remote Sensing

DOI

2021

Spatio-temporal spectral unmixing of time-series images

Remote Sensing of Environment

DOI

2021

Blocks-removed spatial unmixing for downscaling MODIS images

Remote Sensing of Environment

DOI

2021

Seamless downscaling of the ESA CCI soil moisture data at the daily scale with MODIS land products

Journal of Hydrology

DOI

2021

Filling gaps in Landsat ETM+ SLC-off images with Sentinel-2 MSI images

International Journal of Applied Earth Observation and Geoinformation

DOI

2021

Co-seismic landslide mapping using Sentinel-2 10-m fused NIR narrow, red-edge, and SWIR bands

Landslides

DOI

2020

Object-Based Area-to-Point Regression Kriging for Pansharpening

IEEE Transactions on Geoscience and Remote Sensing

DOI

2020

Spatial–Spectral Radial Basis Function-Based Interpolation for Landsat ETM+ SLC-Off Image Gap Filling

IEEE Transactions on Geoscience and Remote Sensing

DOI

2020

The effect of the point spread function on downscaling continua

ISPRS Journal of Photogrammetry and Remote Sensing

DOI

2020

General solution to reduce the point spread function effect in subpixel mapping

Remote Sensing of Environment

DOI

2020

Virtual image pair-based spatio-temporal fusion

Remote Sensing of Environment

DOI

2020

Sub-pixel mapping with point constraints

Remote Sensing of Environment

DOI

2020

Quantifying the Effect of Registration Error on Spatio-Temporal Fusion

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

DOI

2020

Investigating the Influence of Registration Errors on the Patch-Based Spatio-Temporal Fusion Method

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

DOI

2020

Using 250-m MODIS Data for Enhancing Spatiotemporal Fusion by Sparse Representation

Photogrammetric Engineering and Remote Sensing

DOI

2019

A Value-Consistent Method for Downscaling SMAP Passive Soil Moisture With MODIS Products Using Self-Adaptive Window

IEEE Transactions on Geoscience and Remote Sensing

DOI

2019

A Geostatistical Filter for Remote Sensing Image Enhancement

Mathematical Geosciences

DOI

2019

Information Loss-Guided Multi-Resolution Image Fusion

IEEE Transactions on Geoscience and Remote Sensing

DOI

2019

On the Effect of Misregistration on Spatio-temporal Fusion

International Workshop on the Analysis of Multitemporal Remote Sensing Images (MultiTemp)

DOI

2019

Multisource and Multitemporal Data Fusion in Remote Sensing: A Comprehensive Review of the State of the Art

IEEE Geoscience and Remote Sensing Magazine

DOI

2018

Enhancing spectral unmixing by considering the point spread function effect

Spatial Statistics

DOI

2018

Mapping paddy rice fields by applying machine learning algorithms to multi-temporal Sentinel-1A and Landsat data

DOI

2018

Rice crop phenology mapping at high spatial and temporal resolution using downscaled MODIS time-series

DOI

2018

Spatio-temporal fusion for daily Sentinel-2 images

DOI

2017

Spectral–Spatial Adaptive Area-to-Point Regression Kriging for MODIS Image Downscaling

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

DOI

2017

A Novel Adaptive Fuzzy Local Information $C$ -Means Clustering Algorithm for Remotely Sensed Imagery Classification

IEEE Transactions on Geoscience and Remote Sensing

DOI

2017

Fusion of Landsat 8 OLI and Sentinel-2 MSI Data

IEEE Transactions on Geoscience and Remote Sensing

DOI

2017

Enhancing Spatio-Temporal Fusion of MODIS and Landsat Data by Incorporating 250 m MODIS Data

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

DOI

2017

Approximate Area-to-Point Regression Kriging for Fast Hyperspectral Image Sharpening

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

DOI

2017

Learning-Based Spatial–Temporal Superresolution Mapping of Forest Cover With MODIS Images

IEEE Transactions on Geoscience and Remote Sensing

DOI

2017

MODIS画像ダウンスケーリングのためのスペクトル‐空間適応地域への点回帰クリギング【Powered by NICT】

2017

The effect of the point spread function on sub-pixel mapping

DOI

2017

GEOSTATISTICAL SOLUTIONS FOR DOWNSCALING REMOTELY SENSED LANDSURFACE TEMPERATURE

DOI

2016

基于软硬属性转换的遥感图像亚像元定位算法

《测绘学报》

2016

Spatiotemporal Subpixel Mapping of Time-Series Images

IEEE Transactions on Geoscience and Remote Sensing

DOI

2016

Water Bodies' Mapping from Sentinel-2 Imagery with Modified Normalized Difference Water Index at 10-m Spatial Resolution Produced by Sharpening the SWIR Band

Remote Sensing

DOI

2016

A New Geostatistical Solution to Remote Sensing Image Downscaling

IEEE Transactions on Geoscience and Remote Sensing

DOI

2016

A Scale-Driven Change Detection Method Incorporating Uncertainty Analysis for Remote Sensing Images

Remote Sensing

DOI

2016

パンシャープニングのためのkriging地域への点回帰【Powered by NICT】

2016

Soft-then-hard sub-pixel mapping algorithm for remote sensing images

DOI

2016

Landslide mapping from aerial photographs using change detection-based Markov random field

DOI

2016

Spatial-dictionary for collaborative representation classification of hyperspectral images

Multimedia tools and applications

DOI

2016

Fusion of Sentinel-2 images

DOI

2016

Semi-automated landslide inventory mapping from bitemporal aerial photographs using change detection and level set method

DOI

2016

Area-to-point regression kriging for pan-sharpening

DOI

2015

Correction to "Extracting Man-Made Objects From High Spatial Resolution Remote Sensing Images via Fast Level Set Evolutions"

IEEE Transactions on Geoscience and Remote Sensing

DOI

2015

A Multiple-Mapping Kernel for Hyperspectral Image Classification

IEEE Geoscience and Remote Sensing Letters

DOI

2015

Land Cover Change Detection at Subpixel Resolution With a Hopfield Neural Network

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

DOI

2015

Fast Subpixel Mapping Algorithms for Subpixel Resolution Change Detection

IEEE Transactions on Geoscience and Remote Sensing

DOI

2015

Indicator Cokriging-Based Subpixel Mapping Without Prior Spatial Structure Information

IEEE Transactions on Geoscience and Remote Sensing

DOI

2015

Soft-then-hard sub-pixel mapping with multiple shifted images

DOI

2015

Downscaling MODIS images with area-to-point regression kriging

DOI

2014

多偏移遥感图像的BP神经网络亚像元定位

《红外与毫米波学报》

2014

Spatial–Spectral Information-Based Semisupervised Classification Algorithm for Hyperspectral Imagery

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

DOI

2014

Utilizing Multiple Subpixel Shifted Images in Subpixel Mapping With Image Interpolation

IEEE Geoscience and Remote Sensing Letters

DOI

2014

Class Allocation for Soft-Then-Hard Subpixel Mapping Algorithms With Adaptive Visiting Order of Classes

IEEE Geoscience and Remote Sensing Letters

DOI

2014

Extracting Man-Made Objects From High Spatial Resolution Remote Sensing Images via Fast Level Set Evolutions

IEEE Transactions on Geoscience and Remote Sensing

DOI

2014

Spectral–Spatial Classification and Shape Features for Urban Road Centerline Extraction

IEEE Geoscience and Remote Sensing Letters

DOI

2014

Allocating Classes for Soft-Then-Hard Subpixel Mapping Algorithms in Units of Class

IEEE Transactions on Geoscience and Remote Sensing

DOI

2014

Indicator Cokriging-Based Subpixel Land Cover Mapping With Shifted Images

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

DOI

2014

A subpixel mapping algorithm combining pixel-level and subpixel-level spatial dependences with binary integer programming

DOI

2014

Semi-supervised classification for hyperspectral imagery based on spatial-spectral Label Propagation

DOI

2014

Sub-pixel mapping of remote sensing images based on radial basis function interpolation

DOI

2013

基于几何估计的光谱解混方法

《红外与毫米波学报》

2013

Fast Implementation of Maximum Simplex Volume-Based Endmember Extraction in Original Hyperspectral Data Space

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

DOI

2013

Spectral Unmixing Model Based on Least Squares Support Vector Machine With Unmixing Residue Constraints

IEEE Geoscience and Remote Sensing Letters

DOI

2013

Subpixel Mapping Using Markov Random Field With Multiple Spectral Constraints From Subpixel Shifted Remote Sensing Images

IEEE Geoscience and Remote Sensing Letters

DOI

2013

Endmember extraction based on modified Iterative Error Analysis

IEEE International Geoscience and Remote Sensing Symposium

DOI

2013

Geometric Method of Fully Constrained Least Squares Linear Spectral Mixture Analysis

IEEE Transactions on Geoscience and Remote Sensing

DOI

2013

Unsupervised classification based on fuzzy c-means with uncertainty analysis

DOI

2012

Integration of spatial attractions between and within pixels for sub-pixel mapping

Journal Of Systems Engineering And Electronics，Vol. 23, No. 2

DOI

2012

基于最小二乘支持向量机的线性特征地物亚像元定位(英文)

《红外与激光工程》

2012

遥感图像亚像元定位及相关技术研究

《哈尔滨工程大学》

2012

新型高光谱图像的超分辨率制图方法

《哈尔滨工业大学学报》

2012

Particle swarm optimization-based sub-pixel mapping for remote-sensing imagery

DOI

2011

Sub-pixel mapping based on sub-pixel to sub-pixel spatial attraction model

IEEE International Geoscience and Remote Sensing Symposium

DOI

2011

Discrimination threshold setting for nonlinear support vector machine

2011

Fully-constrained least square linear spectrum hybrid analysis method of hyperspectral image

2010

基于POCS的高光谱图像超分辨率方法

《计算》

2010

从端元选择到光谱解混的距离测算方法

《红外与毫米波学报》

2010

POCS based super-resolution method for hyperspectral imagery

2026

A global, spatially seamless, daily FY-3B soil moisture dataset based on a spatiotemporal deep learning model

Earth System Science Data Discussions

DOI

2022

An 8-day composited 36 km SMAP soil moisture dataset from 1979 to 2015 produced using a random forest and historical CCI data

DOI

2026

Global 9km, 8-day SMAP surface soil moisture dataset from 2015 to 2020 (VIPSTF-SW9)

Elsevier eBooks

DOI

2026

Historical SMAP surface soil moisture dataset from 1979 to 2015 (Hist_SMAP)

Elsevier eBooks

DOI

2026

Spatially seamless, daily SMAP surface soil moisture dataset from 2015 to 2021 (SSD_SMAP)

Elsevier eBooks

DOI

2026

A 30m product of young forest ages over China in 2020

Elsevier eBooks

DOI

2026

Thirty-meter map of global natural and planted forests

Elsevier eBooks

DOI

2026

The 0.3 m UTC map of Shanghai generated by UTCMapper

Zenodo (CERN European Organization for Nuclear Research)

DOI