Jiahua Zhang

Orcid: 0000-0002-2894-9627

  • Qingdao University, Remote Sensing Information and Digital Earth Center, Qingdao, China
  • Chinese Academy of Sciences, Key Laboratory of Digital Earth Science, Aerospace Information Research Institute, Beijing, China

According to our database1, Jiahua Zhang authored at least 56 papers between 2013 and 2024.

Collaborative distances:



In proceedings 
PhD thesis 


Online presence:

On csauthors.net:


Estimating Forest Aboveground Biomass Using a Combination of Geographical Random Forest and Empirical Bayesian Kriging Models.
Remote. Sens., June, 2024

Improved Classification of Coastal Wetlands in Yellow River Delta of China Using ResNet Combined with Feature-Preferred Bands Based on Attention Mechanism.
Remote. Sens., June, 2024

A New Dual-Branch Embedded Multivariate Attention Network for Hyperspectral Remote Sensing Classification.
Remote. Sens., June, 2024

Soil Salinity Inversion in Yellow River Delta by Regularized Extreme Learning Machine Based on ICOA.
Remote. Sens., May, 2024

Prediction of Large-Scale Regional Evapotranspiration Based on Multi-Scale Feature Extraction and Multi-Headed Self-Attention.
Remote. Sens., April, 2024

Spatial Downscaling of ESA CCI Soil Moisture Data Based on Deep Learning with an Attention Mechanism.
Remote. Sens., April, 2024

Genetic Programming Guided Mapping of Forest Canopy Height by Combining LiDAR Satellites with Sentinel-1/2, Terrain, and Climate Data.
Remote. Sens., January, 2024

Quantitative Assessment of Factors Influencing the Spatiotemporal Variation in Carbon Dioxide Fluxes Simulated by Multi-Source Remote Sensing Data in Tropical Vegetation.
Remote. Sens., December, 2023

Ecosystem Evapotranspiration Partitioning and Its Spatial-Temporal Variation Based on Eddy Covariance Observation and Machine Learning Method.
Remote. Sens., October, 2023

Prediction of Sea Surface Chlorophyll-a Concentrations Based on Deep Learning and Time-Series Remote Sensing Data.
Remote. Sens., September, 2023

TCUNet: A Lightweight Dual-Branch Parallel Network for Sea-Land Segmentation in Remote Sensing Images.
Remote. Sens., September, 2023

Aboveground Biomass Dynamics of a Coastal Wetland Ecosystem Driven by Land Use/Land Cover Transformation.
Remote. Sens., August, 2023

Daytime Sea Fog Identification Based on Multi-Satellite Information and the ECA-TransUnet Model.
Remote. Sens., August, 2023

Study on the Spatial and Temporal Distribution of Urban Vegetation Phenology by Local Climate Zone and Urban-Rural Gradient Approach.
Remote. Sens., August, 2023

The response and sensitivity of global vegetation to water stress: A comparison of different satellite-based NDVI products.
Int. J. Appl. Earth Obs. Geoinformation, June, 2023

Improving the Estimation of Gross Primary Productivity across Global Biomes by Modeling Light Use Efficiency through Machine Learning.
Remote. Sens., April, 2023

Improved Understanding of Flash Drought from a Comparative Analysis of Drought with Different Intensification Rates.
Remote. Sens., April, 2023

ELS2T: Efficient Lightweight Spectral-Spatial Transformer for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2023

Drought Monitoring and Performance Evaluation Based on Machine Learning Fusion of Multi-Source Remote Sensing Drought Factors.
Remote. Sens., December, 2022

Improving the Gross Primary Productivity Estimate by Simulating the Maximum Carboxylation Rate of the Crop Using Machine Learning Algorithms.
IEEE Trans. Geosci. Remote. Sens., 2022

Evaluating the Effectiveness of Machine Learning and Deep Learning Models Combined Time-Series Satellite Data for Multiple Crop Types Classification over a Large-Scale Region.
Remote. Sens., 2022

AMFAN: Adaptive Multiscale Feature Attention Network for Hyperspectral Image Classification.
IEEE Geosci. Remote. Sens. Lett., 2022

A review of machine learning methods for drought hazard monitoring and forecasting: Current research trends, challenges, and future research directions.
Environ. Model. Softw., 2022

Machine learning and remote sensing-based modeling of the optimal stomatal behavior of crops.
Comput. Electron. Agric., 2022

Remote Sensing-Based Quantification of the Summer Maize Yield Gap Induced by Suboptimum Sowing Dates over North China Plain.
Remote. Sens., 2021

Fusion of GF and MODIS Data for Regional-Scale Grassland Community Classification with EVI2 Time-Series and Phenological Features.
Remote. Sens., 2021

Superpixel-Based Regional-Scale Grassland Community Classification Using Genetic Programming with Sentinel-1 SAR and Sentinel-2 Multispectral Images.
Remote. Sens., 2021

Deep Learning for Monitoring Agricultural Drought in South Asia Using Remote Sensing Data.
Remote. Sens., 2021

Assessment of Drought Impact on Net Primary Productivity in the Terrestrial Ecosystems of Mongolia from 2003 to 2018.
Remote. Sens., 2021

Assessment and Comparison of Six Machine Learning Models in Estimating Evapotranspiration over Croplands Using Remote Sensing and Meteorological Factors.
Remote. Sens., 2021

The Impact of Seasonality and Response Period on Qualifying the Relationship between Ecosystem Productivity and Climatic Factors over the Eurasian Steppe.
Remote. Sens., 2021

Spatial Multi-Criterion Decision Making (SMDM) Drought Assessment and Sustainability over East Africa from 1982 to 2015.
Remote. Sens., 2021

Meteorological Drought Analysis and Return Periods over North and West Africa and Linkage with El Niño-Southern Oscillation (ENSO).
Remote. Sens., 2021

Surface Urban Heat Islands Dynamics in Response to LULC and Vegetation across South Asia (2000-2019).
Remote. Sens., 2021

A Geomorphic Approach for Identifying Flash Flood Potential Areas in the East Rapti River Basin of Nepal.
ISPRS Int. J. Geo Inf., 2021

Mapping cotton cultivated area combining remote sensing with a fused representation-based classification algorithm.
Comput. Electron. Agric., 2021

Using remote sensing information to enhance the understanding of the coupling of terrestrial ecosystem evapotranspiration and photosynthesis on a global scale.
Int. J. Appl. Earth Obs. Geoinformation, 2021

Assimilation of Snowmelt Runoff Model (SRM) Using Satellite Remote Sensing Data in Budhi Gandaki River Basin, Nepal.
Remote. Sens., 2020

Spatio-Temporal Patterns of Drought and Impact on Vegetation in North and West Africa Based on Multi-Satellite Data.
Remote. Sens., 2020

Fast stripe noise removal from hyperspectral image via multi-scale dilated unidirectional convolution.
Multim. Tools Appl., 2020

Interdecadal Changes of Characteristics of Tropical Cyclone Rapid Intensification Over Western North Pacific.
IEEE Access, 2020

Evaluation of Temperature Vegetation Dryness Index on Drought Monitoring Over Eurasia.
IEEE Access, 2020

Monitoring of Drought Condition and Risk in Bangladesh Combined Data From Satellite and Ground Meteorological Observations.
IEEE Access, 2020

Regional Assessment of Climate Potential Productivity of Terrestrial Ecosystems and Its Responses to Climate Change Over China From 1980-2018.
IEEE Access, 2020

Tropical Cyclone Convection Structure Evolution During Rapid Intensification Using Himawari-8 Satellite.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

Observed Characteristics Change of Tropical Cyclones During Rapid Intensification Over Western North Pacific Using CloudSat Data.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2019

SPI-based drought simulation and prediction using ARMA-GARCH model.
Appl. Math. Comput., 2019

Temporal-Spatial Distribution of Chlorophyll-a and Impacts of Environmental Factors in the Bohai Sea and Yellow Sea.
IEEE Access, 2019

Developing a Method to Estimate Maize Area in North and Northeast of China Combining Crop Phenology Information and Time-Series MODIS EVI.
IEEE Access, 2019

Crop Area Identification Based on Time Series EVI2 and Sparse Representation Approach: A Case Study in Shandong Province, China.
IEEE Access, 2019

Long Range Correlation in Vegetation Over West Africa From 1982 to 2011.
IEEE Access, 2019

Validating the Modified Perpendicular Drought Index in the North China Region Using In Situ Soil Moisture Measurement.
IEEE Geosci. Remote. Sens. Lett., 2015

Combination of multi-sensor remote sensing data for drought monitoring over Southwest China.
Int. J. Appl. Earth Obs. Geoinformation, 2015

The Yield Estimation of Rapeseed in Hubei Province by BEPS Process-Based Model and MODIS Satellite Data.
Proceedings of the Geo-Informatics in Resource Management and Sustainable Ecosystem, 2014

Monitoring Soil Moisture in Typical North China Region Using Modified Perpendicular Drought Index and MODIS Satellite Data.
Proceedings of the Geo-Informatics in Resource Management and Sustainable Ecosystem, 2013

MODIS Satellite Data Coupled with a Vegetation Process Model for Mapping Maize Yield in the Northeast China.
Proceedings of the Geo-Informatics in Resource Management and Sustainable Ecosystem, 2013