Publications
2024
1) Cao, Y., Yin, M., Tian, J., & Liang, S. (2024). Increased summertime wildfire as a major driver of the clear-sky dimming in the Siberian Arctic from 2000 to 2020. Atmospheric Research, 306, 107458. [link to article]
2) Ding, A., Liang, S., Ma, H., He, T., Jia, A., & Wang, Q. (2024). Improved estimation of daily blue-sky snow shortwave albedo from MODIS data and reanalysis information. Science of Remote Sensing, 10, 100163. [link to article] [pdf]
3) Fang, H., Liang, S., Chen, Y., Ma, H., Li, W., He, T., Tian, F., & Zhang, F. (2024). A comprehensive review of rice mapping from satellite data: Algorithms, product characteristics and consistency assessment. Science of Remote Sensing, 100172. [link to article] [pdf]
4) Guan, S., Zhang, X., Zhao, W., Duan, Y., Han, X., Lv, L., Li, M., Jiang, B., Yao, Y., & Liang, S. (2024). Estimation of Near-surface Ozone Concentration across China and its Spatiotemporal Variations during the COVID-19 Pandemic. Ieee Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 17, 18444-18455. [link to article] [pdf]
5) Guo, X., Yao, Y., Tang, Q., Liang, S., Shao, C., Fisher, J.B., Chen, J., Jia, K., Zhang, X., & Shang, K. (2024). Multimodel ensemble estimation of Landsat-like global terrestrial latent heat flux using a generalized deep CNN-LSTM integration algorithm. Agricultural and Forest Meteorology, 349, 109962. [link to article]
6) Huang, J., Song, J., Huang, H., Zhuo, W., Niu, Q., Wu, S., Ma, H., & Liang, S. (2024). Progress and perspectives in data assimilation algorithms for remote sensing and crop growth model. Science of Remote Sensing, 100146. [link to article] [pdf]
7) Jia, A., Liang, S., Wang, D., Mallick, K., Zhou, S., Hu, T., & Xu, S. (2024). Advances in Methodology and Generation of All-Weather Land Surface Temperature Products From Polar-Orbiting and Geostationary Satellites: A comprehensive review. Ieee Geoscience and Remote Sensing Magazine, 12, 218 – 260. [link to article]
8) Li, B., Liang, S., Ma, H., Dong, G., Liu, X., He, T., & Zhang, Y. (2024a). Generation of global 1 km all-weather instantaneous and daily mean land surface temperatures from MODIS data. Earth System Science Data, 16, 3795-3819. [link to article] [pdf]
9) Li, H., Zhou, Y., Zhao, X., Zhang, X., & Liang, S. (2024b). A dataset of 0.05-degree leaf area index in China during 1983-2100 based on deep learning network. Scientific Data, 11, 1122. [link to article] [pdf]
10) Liang, H., Jiang, B., Liang, S., Wen, J., He, T., Zhang, X., Peng, J., Li, S., Han, J., & Yin, X. (2024a). A novel Terrain Correction Sinusoidal Model for improving estimation of daily clear-sky downward shortwave radiation. IEEE Transactions on Geoscience and Remote Sensing, DOI: 10.1109/TGRS.2024.3452791. [link to article]
11) Liang, S., He, T., Huang, J., Jia, A., Zhang, Y., Cao, Y., Chen, X., Chen, X., Cheng, J., & Jiang, B. (2024b). Advances in high-resolution land surface satellite products: A comprehensive review of inversion algorithms, products and challenges. Science of Remote Sensing, 100152. [link to article] [pdf]
12) Liang, T., Tian, F., Zou, L., Jin, H., Tagesson, T., Rumpf, S., He, T., Liang, S., & Fensholt, R. (2024c). Global assessment of vegetation patterns along topographic gradients. International Journal of Digital Earth, 17, 2404232. [link to article] [pdf]
13) Lin, S., Huang, X., Wang, C., He, T., Zhang, X., Shen, R., Peng, Q., Chen, X., Zheng, Y., Dong, J., Liang, S., Yuan, W. (2024). A 30-m gross primary production dataset from 2016 to 2020 in China. Scientific Data, 11, 1065. [link to article] [pdf]
14) Liu, X., Liang, S., Ma, H., Li, B., Zhang, Y., Li, Y., He, T., Zhang, G., Xu, J., & Xiong, C. (2024). Landsat-observed changes in forest cover and attribution analysis over Northern China from 1996-2020. Giscience & Remote Sensing, 61, 2300214. [link to article] [pdf]
15) Ma, R., Zhang, Y., Ciais, P., Xiao, J., Xu, Y., Goll, D., & Liang, S. (2024a). Stepwise calibration of age-dependent biomass in the integrated biosphere simulator (IBIS) model. Journal of Advances in Modeling Earth Systems, 16, e2023MS004048. [link to article] [pdf]
16) Ma, Y., He, T., Aguilar, C., Pimentel, R., Liang, S., McVicar, T.R., Hao, D., Xiao, X., & Liu, X. (2024b). Evaluating Topographic Effects on Kilometer-Scale Satellite Downward Shortwave Radiation Products: A Case Study in Mid-Latitude Mountains. IEEE Transactions on Geoscience and Remote Sensing, 62, 1-16. [link to article] [pdf]
17) Ma, Y., He, T., McVicar, T.R., Liang, S., Liu, T., Peng, W., Song, D.-X., & Tian, F. (2024c). Quantifying how topography impacts vegetation indices at various spatial and temporal scales. Remote Sensing of Environment, 312, 114311. [link to article] [pdf]
18) Peng, D., Xie, X., Liang, S., Wang, Y., Tursun, A., Liu, Y., Jia, K., Ma, H., & Chen, Y. (2024). Improving evapotranspiration partitioning by integrating satellite vegetation parameters into a land surface model. Journal of Hydrology, 643, 131928. [link to article]
19) Song, J., Huang, J., Huang, H., Xiao, G., Li, X., Li, L., Su, W., Wu, W., Yang, P., & Liang, S. (2024). Improving crop yield estimation by unified model parameters and state variable with Bayesian inference. Agricultural and Forest Meteorology, 355, 110101. [link to article]
20) Wang, D., Peng, Q., Li, X., Zhang, W., Xia, X., Qin, Z., Ren, P., Liang, S., & Yuan, W. (2024). A long-term high-resolution dataset of grasslands grazing intensity in China. Scientific Data, 11, 1194. [link to article] [pdf]
21) Xiao, X., He, T., Liang, S., Liang, S., Liu, X., Ma, Y., & Wan, J. (2024). Towards a gapless 1 km fractional snow cover via a data fusion framework. ISPRS Journal of Photogrammetry and Remote Sensing, 215, 419-441. [link to article] [pdf]
22) Xu, S., Wang, D., Liang, S., Jia, A., Li, R., Wang, Z., & Liu, Y. (2024). A novel approach to estimate land surface temperature from landsat top-of-atmosphere reflective and emissive data using transfer-learning neural network. Science of the Total Environment, 955, 176783. [link to article]
23) Zhang, G., Liang, S., Ma, H., He, T., Yin, G., Xu, J., Liu, X., & Zhang, Y. (2024). 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. Remote Sensing of Environment, 301, 113928. [link to article]
24) Zheng, Y., He, T., Liang, S., & Ma, Y. (2024). Deriving High Resolution Estimation of TOA Net Shortwave Radiation Over Global Land Using Data from Multiple-Geostationary Satellites. IEEE Transactions on Geoscience and Remote Sensing, DOI:10.1109/TGRS.2024.3440329. [link to article] [pdf]
