Han Ma

发表

A machine learning method trained by radiative transfer model inversion for generating seven global land and atmospheric estimates from VIIRS top-of-atmosphere observations

S. Liang, Dongdong Wang, T. He, 2022, Remote Sensing of Environment.

Determining the accuracy of the landsat-based land continuous Variable Estimator

S. Liang, Jinling Song, Zhiliang Zhu, 2022, Science of Remote Sensing.

Spatial parameter optimization of a terrestrial biosphere model for improving estimation of carbon fluxes for deciduous forests in the eastern United States: an efficient model-data fusion method

S. Liang, Jingfeng Xiao, T. He, 2022 .

Generating high spatial resolution GLASS FAPAR product from Landsat images

S. Liang, T. He, Ainong Li, 2022, Science of Remote Sensing.

Global land surface 250 m 8 d fraction of absorbed photosynthetically active radiation (FAPAR) product from 2000 to 2021

S. Liang, Aolin Jia, Han Ma, 2022, Earth System Science Data.

Generating 5 km resolution 1981–2018 daily global land surface longwave radiation products from AVHRR shortwave and longwave observations using densely connected convolutional neural networks

S. Liang, T. He, Han Ma, 2022, Remote Sensing of Environment.

Pixel-level parameter optimization of a terrestrial biosphere model for improving estimation of carbon fluxes with an efficient model–data fusion method and satellite-derived LAI and GPP data

S. Liang, Jingfeng Xiao, T. He, 2022, Geoscientific Model Development.

Spatial Pixel-level parameter optimization of a terrestrial biosphere model for improving estimation of carbon fluxes for deciduous forests in the eastern United States: with an efficient model-data fusion method and satellite-derived LAI and GPP data

S. Liang, Jingfeng Xiao, T. He, 2022 .

Improving the asymptotic radiative transfer model to better characterize the pure snow hyperspectral bidirectional reflectance

A. Kokhanovsky, S. Liang, J. Peltoniemi, 2022, IEEE Transactions on Geoscience and Remote Sensing.

Developing a Land Continuous Variable Estimator to Generate Daily Land Products From Landsat Data

S. Liang, Zhiliang Zhu, T. He, 2022, IEEE Transactions on Geoscience and Remote Sensing.

Evaluation of MODIS and two reanalysis aerosol optical depth products over AERONET sites

Zhiqiang Xiao, Han Ma, Hanyu Shi, 2019, Atmospheric Research.

Cloudy-sky land surface temperature from VIIRS and MODIS satellite data using a surface energy balance-based method

S. Liang, Dongdong Wang, Aolin Jia, 2021 .

GLASS Daytime All-Wave Net Radiation Product: Algorithm Development and Preliminary Validation

Xiaotong Zhang, Bo Jiang, Xiang Zhao, 2016, Remote. Sens..

An Optimization Approach for Estimating Multiple Land Surface and Atmospheric Variables From the Geostationary Advanced Himawari Imager Top-of-Atmosphere Observations

Shunlin Liang, Hanyu Shi, Yi Zhang, 2020, IEEE Transactions on Geoscience and Remote Sensing.

A Method for Consistent Estimation of Multiple Land Surface Parameters From MODIS Top-of-Atmosphere Time Series Data

Shunlin Liang, Zhiqiang Xiao, Hanyu Shi, 2017, IEEE Transactions on Geoscience and Remote Sensing.

Development of the GLASS 250-m leaf area index product (version 6) from MODIS data using the bidirectional LSTM deep learning model

S. Liang, Han Ma, 2022, Remote Sensing of Environment.

Validation and Spatiotemporal Analysis of CERES Surface Net Radiation Product

Xiaotong Zhang, Bo Jiang, Shunlin Liang, 2016, Remote. Sens..

Soil moisture content retrieval from Landsat 8 data using ensemble learning

S. Liang, Zhiliang Zhu, T. He, 2022, ISPRS Journal of Photogrammetry and Remote Sensing.

The Improved Winter Wheat Yield Estimation by Assimilating GLASS LAI Into a Crop Growth Model With the Proposed Bayesian Posterior-Based Ensemble Kalman Filter

S. Liang, Jianxi Huang, W. Su, 2023, IEEE Transactions on Geoscience and Remote Sensing.

Estimation of all-sky 1 km land surface temperature over the conterminous United States

S. Liang, T. He, Xiaobang Liu, 2021, Remote Sensing of Environment.

Mapping 30 m Fractional Forest Cover over China's Three-North Region from Landsat-8 Data Using Ensemble Machine Learning Methods

Xiaobang Liu, Bing Li, Tao He, 2021, Remote. Sens..

An Operational Approach for Generating the Global Land Surface Downward Shortwave Radiation Product From MODIS Data

Qiang Liu, Xiaotong Zhang, Wenhong Li, 2019, IEEE Transactions on Geoscience and Remote Sensing.

A daily 5-km all-sky sea-surface longwave radiation product based on statistically modified deep neural network and spatiotemporal analysis for 1981–2018

S. Liang, T. He, Yufang Zhang, 2023, Remote Sensing of Environment.

Simultaneous inversion of multiple land surface parameters from MODIS optical–thermal observations

Shunlin Liang, Zhiqiang Xiao, Hanyu Shi, 2017 .

Simultaneous Estimation of Multiple Land-Surface Parameters From VIIRS Optical-Thermal Data

Shunlin Liang, Zhiqiang Xiao, Dongdong Wang, 2018, IEEE Geoscience and Remote Sensing Letters.

Generation of global 1 km daily soil moisture product from 2000 to 2020 using ensemble learning

S. Liang, T. He, Yufang Zhang, 2023, Earth System Science Data.

Simultaneous Estimation of Leaf Area Index, Fraction of Absorbed Photosynthetically Active Radiation, and Surface Albedo From Multiple-Satellite Data

Shunlin Liang, Zhiqiang Xiao, Han Ma, 2017, IEEE Transactions on Geoscience and Remote Sensing.

Extension of the Hapke model to the spectral domain to characterize soil physical properties

S. Liang, T. He, Anxin Ding, 2022, Remote Sensing of Environment.

An all-sky 1 km daily surface air temperature product over mainland China for 2003–2019 from MODIS and ancillary data

S. Liang, T. He, Yan Chen, 2021, Earth System Science Data.

Variability and trends in land surface longwave radiation fluxes from six satellite and reanalysis products

S. Liang, T. He, Yufang Zhang, 2023, International Journal of Digital Earth.

Generation of global 1 km daily soil moisture product from 2000 to 2020 using ensemble learning

Yufang Zhang, Xiaobang Liu, Guodong Zhang, 2022 .

Estimating 250-m Land Surface and Atmospheric Variables From MERSI Top-of-Atmosphere Reflectance

Han Ma, Shunlin Liang, Guodong Zhang, 2022, IEEE Transactions on Geoscience and Remote Sensing.

Improved global 250 m 8-day NDVI and EVI products from 2000–2021 using the LSTM model

Yufang Zhang, Guodong Zhang, Han Ma, 2023, Scientific data.

Simultaneous estimation of five temporally regular land variables at seven spatial resolutions from seven satellite data using a multi-scale and multi-depth convolutional neural network

Yufang Zhang, Xiaobang Liu, Guodong Zhang, 2024, Remote Sensing of Environment.

Landsat-observed changes in forest cover and attribution analysis over Northern China from 1996‒2020

Yufang Zhang, Xiaobang Liu, Guodong Zhang, 2024, GIScience & Remote Sensing.

Advances in high-resolution land surface satellite products : A comprehensive review of inversion algorithms, products and challenges

Yufang Zhang, Huaan Jin, Aolin Jia, 2024, Science of Remote Sensing.

Forest Canopy LAI and Vertical FAVD Profile Inversion from Airborne Full-Waveform LiDAR Data Based on a Radiative Transfer Model

Jindi Wang, Jinling Song, Han Ma, 2015, Remote. Sens..

Progress and perspectives in data assimilation algorithms for remote sensing and crop growth model

Wen Zhuo, Han Ma, Hai Huang, 2024, Science of Remote Sensing.