Shi Jiarui (史佳睿)

Shi Jiarui (史佳睿)

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Inland water remote sensing, ML, DL, Optical RS

Publications

A review of machine learning applications in inland and nearshore water color remote sensing: from preprocessing to object detection and parameter estimation

Published in Journal of Hydrology, 2026

This review provides the first systematic integration of machine learning across the full-chain workflow for inland and nearshore watercolor remote sensing.

Recommended citation: Shi, J., Li, Z., Liu, G., Fang, C., Wen, Z., Shang, Y., Tao, H., Li, S., Wang, Q., Wang, Z., & Song, K. (2026). A review of machine learning applications in inland and nearshore water color remote sensing: from preprocessing to object detection and parameter estimation. Journal of Hydrology, Volume 677, Part C, Article 135950. https://doi.org/10.1016/j.jhydrol.2026.135950
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Extraction of Duckweed or Algal Bloom Covered Water Using the SEM-Unet Algorithm Based on Remote Sensing

Published in Journal of Cleaner Production, 2025

Extraction of duckweed or algal bloom covered water using deep learning algorithms.

Recommended citation: Zhang, Y., Shen, Q., Yao, Y., Wang, Y., Shi, J., Du, Q., Huang, R., Gao, H., Xu, W., & Zhang, B. (2025). Extraction of Duckweed or Algal Bloom Covered Water Using the SEM-Unet Algorithm Based on Remote Sensing. Journal of Cleaner Production, 144625. http://dx.doi.org/10.1016/j.jclepro.2024.144625
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Real-Time Detection of Harmful Algal Blooms Using GOCI II and Buoy-Based Dissolved Oxygen Variations

Published in Environmental Research Letters, 2025

Real-time detection of harmful algal blooms using satellite imagery and buoy data.

Recommended citation: Shi, J., He, Q., Chen, J., Xu, J., Liu, G., Li, Z., & Song, K. (2025). Real-Time Detection of Harmful Algal Blooms Using GOCI II and Buoy-Based Dissolved Oxygen Variations. Environmental Research Letters. http://dx.doi.org/10.1088/1748-9326/addb63
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Spatial and Temporal Variations of Total Suspended Matter Concentration during the Dry Season in Dongting Lake in the Past 35 Years

Published in Remote Sensing, 2024

Analysis of total suspended matter concentration variations in Dongting Lake over 35 years.

Recommended citation: Shao, Y., Shen, Q., Yao, Y., Zhou, Y., Xu, W., Li, W., Gao, H., Shi, J., & Zhang, Y. (2024). Spatial and Temporal Variations of Total Suspended Matter Concentration during the Dry Season in Dongting Lake in the Past 35 Years. Remote Sensing, 16(18), 3509. http://dx.doi.org/10.3390/rs16183509
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Remote Sensing Identification and Spatiotemporal Change Analysis of Cladophora with Different Morphologies

Published in Remote Sensing, 2024

Remote sensing identification and spatiotemporal change analysis of Cladophora with different morphologies.

Recommended citation: Xu, W., Shen, Q., Zhang, B., Yao, Y., Zhou, Y., Shi, J., Zhang, Z., Li, L., & Li, J. (2024). Remote Sensing Identification and Spatiotemporal Change Analysis of Cladophora with Different Morphologies. Remote Sensing, 16(3), 602. http://dx.doi.org/10.3390/rs16030602
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Assessment of Seven Atmospheric Correction Processors for the Sentinel-2 Multi-Spectral Imager over Lakes in Qinghai Province

Published in Remote Sensing, 2023

Assessment of atmospheric correction processors for Sentinel-2 imagery over lakes in Qinghai Province.

Recommended citation: Li, W., Huang, Y., Shen, Q., Yao, Y., Xu, W., Shi, J., Zhou, Y., Li, J., Zhang, Y., & Gao, H. (2023). Assessment of Seven Atmospheric Correction Processors for the Sentinel-2 Multi-Spectral Imager over Lakes in Qinghai Province. Remote Sensing, 15(22), 5370. http://dx.doi.org/10.3390/rs15225370
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Field Radiometric Calibration of a Micro-Spectrometer Based on Remote Sensing of Plateau Inland Water Colors

Published in Applied Sciences, 2023

Field radiometric calibration of a micro-spectrometer for plateau inland water color remote sensing.

Recommended citation: Shi, J., Shen, Q., Yao, Y., Zhang, F., Li, J., & Wang, L. (2023). Field Radiometric Calibration of a Micro-Spectrometer Based on Remote Sensing of Plateau Inland Water Colors. Applied Sciences, 13(4), 2117. http://dx.doi.org/10.3390/app13042117
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Research on Urban Water Body Extraction based on Transfer Learning of Three High-resolution Image Datasets

Published in Remote Sensing Technology and Application, 2022

Urban water body extraction using transfer learning of high-resolution image datasets.

Recommended citation: Shi, J., Shen, Q., Peng, H., Li, L., Yao, Y., Wang, M., & Wang, R. (2022). Research on Urban Water Body Extraction based on Transfer Learning of Three High-resolution Image Datasets. Remote Sensing Technology and Application, 37(3), 731–738.
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Estimation of Chlorophyll-a Concentrations in Small Water Bodies: Comparison of Fused Gaofen-6 and Sentinel-2 Sensors

Published in Remote Sensing, 2022

Estimation of chlorophyll-a concentrations in small water bodies using fused satellite sensors.

Recommended citation: Shi, J., Shen, Q., Yao, Y., Li, J., Chen, F., Wang, R., Xu, W., Gao, Z., Wang, L., & Zhou, Y. (2022). Estimation of Chlorophyll-a Concentrations in Small Water Bodies: Comparison of Fused Gaofen-6 and Sentinel-2 Sensors. Remote Sensing, 14(1), 229. http://dx.doi.org/10.3390/rs14010229
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Spatiotemporal Distribution of Total Suspended Matter Concentration in Changdang Lake Based on In Situ Hyperspectral Data and Sentinel-2 Images

Published in Remote Sensing, 2021

Analysis of total suspended matter concentration distribution in Changdang Lake using in situ and satellite data.

Recommended citation: Gao, Z., Shen, Q., Wang, X., Peng, H., Yao, Y., Wang, M., Wang, L., Wang, R., Shi, J., Shi, D., & others. (2021). Spatiotemporal distribution of total suspended matter concentration in Changdang Lake based on in situ hyperspectral data and sentinel-2 images. Remote Sensing, 13(21), 4230. http://dx.doi.org/10.3390/rs13214230
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