| Citation: | Li Bingchuan, Tang Guanglong, Zhao Hengqian, Xie Wu, Tao Youpeng, Han Mengyun, Xu Yiming, Hu Hao, Wu Yang, 2026. UAV Thermal Infrared Geothermal Target Area Delineation for Shallow Geothermal Resources. Earth Science, 51(6): 2433-2444. doi: 10.3799/dqkx.2025.305 |
|
Avtar, R., Sahu, N., Aggarwal, A. K., et al., 2019. Exploring Renewable Energy Resources Using Remote Sensing and GIS: A Review. Resources, 8(3): 149. https://doi.org/10.3390/resources8030149
|
|
Chao, J. Q., Zhao, Z. F., Xu, S. G., et al., 2024. Geothermal Target Detection Integrating Multi-Source and Multi-Temporal Thermal Infrared Data. Ore Geology Reviews, 167: 105991. https://doi.org/10.1016/j.oregeorev.2024.105991
|
|
Ciriaco, A. E., Zarrouk, S. J., Zakeri, G., 2020. Geothermal Resource and Reserve Assessment Methodology: Overview, Analysis and Future Directions. Renewable and Sustainable Energy Reviews, 119: 109515. https://doi.org/10.1016/j.rser.2019.109515
|
|
Gao, Y. Y., 2022. Geothermal Exploration Based on Multi-Source Thermal Infrared Remote Sensing Technology (Dissertation). China University of Mining and Technology, Xuzhou (in Chinese with English abstract).
|
|
Jiang, X. X., Zhu, C. Q., 2025. Different Distribution of Deep and Shallow Geothermal Resources in Jizhong Depression under Complex Heat Transfer. Earth Science, 50(4): 1485-1498(in Chinese with English abstract).
|
|
Lei, Y. K., Wang, S., Huang, X. L., et al., 2025. Hydrochemical Characteristics and Formation-Evolution Analysis of Medium-Low Temperature Geothermal Systems with High Salinity in Coastal Western Guangdong. Earth Science, 50(9): 3616-3630 (in Chinese with English abstract).
|
|
Li, K. W., Bian, H. Y., Liu, C. W., et al., 2015. Comparison of Geothermal with Solar and Wind Power Generation Systems. Renewable and Sustainable Energy Reviews, 42: 1464-1474. https://doi.org/10.1016/j.rser.2014.10.049
|
|
Li, S. L., Liu, B., Zhao, B., et al., 2023. Landsat 8 Land Surface Temperature Product Validation and Analysis. Chinese Space Science and Technology, 43(2): 174-182 (in Chinese with English abstract).
|
|
Li, X., Jiang, G. Z., Tang, X. Y., et al., 2023. Detecting Geothermal Anomalies Using Multi-Temporal Thermal Infrared Remote Sensing Data in the Damxung–Yangbajain Basin, Qinghai–Xizang Plateau. Remote Sensing, 15(18): 4473. https://doi.org/10.3390/rs15184473
|
|
Liu, J. Y., Chao, J. Q., Zhao, Z. F., et al., 2023. Identification of Geothermal Potential Based on Land Surface Temperature Derived from Remotely Sensed Data. Environmental Science and Pollution Research, 30(47): 104726–104741. https://doi.org/10.1007/s11356-023-29678-0
|
|
Molchanov, P., Harmanny, R. I. A., de Wit, J. J. M., et al., 2014. Classification of Small UAVs and Birds by Micro-Doppler Signatures. International Journal of Microwave and Wireless Technologies, 6(3-4): 435-444. https://doi.org/10.1017/s1759078714000282
|
|
Ng'ethe, J., Jalilinasrabady, S., 2023. GIS-Based Multi-Criteria Decision Making under Silica Saturation Index (SSI) for Selecting the Best Direct Use Scenarios for Geothermal Resources in Central and Southern Rift Valley, Kenya. Geothermics, 109: 102656. https://doi.org/10.1016/j.geothermics.2023.102656
|
|
Qu, Z. W., Li, X., Hu, Y. Z., et al., 2024. Detection of Geothermal Resources in Litang Basin Based on Multi-Temporal Thermal Infrared Remote Sensing. Fault-Block Oil and Gas Field, 31(4): 652-660(in Chinese with English abstract).
|
|
Ramírez-González, L. M., Aufaristama, M., Jónsdóttir, I., et al., 2019. Remote Sensing of Surface Hydrothermal Alteration, Identification of Minerals and Thermal Anomalies at Sveifluháls-Krýsuvík High-Temperature Geothermal Field, SW Iceland. IOP Conference Series: Earth and Environmental Science, 254: 012005. https://doi.org/10.1088/1755-1315/254/1/012005
|
|
Rohit, R. V., Vipin Raj, R., Kiplangat, D. C., et al., 2023. Tracing the Evolution and Charting the Future of Geothermal Energy Research and Development. Renewable and Sustainable Energy Reviews, 184: 113531. https://doi.org/10.1016/j.rser.2023.113531
|
|
Romaguera, M., Vaughan, R. G., Ettema, J., et al., 2018. Detecting Geothermal Anomalies and Evaluating LST Geothermal Component by Combining Thermal Remote Sensing Time Series and Land Surface Model Data. Remote Sensing of Environment, 204: 534-552. https://doi.org/10.1016/j.rse.2017.10.003
|
|
Silvestri, M., Marotta, E., Buongiorno, M. F., et al., 2020. Monitoring of Surface Temperature on Parco Delle Biancane (Italian Geothermal Area) Using Optical Satellite Data, UAV and Field Campaigns. Remote Sensing, 12(12): 2018. https://doi.org/10.3390/rs12122018
|
|
Wang, K., 2020. Thermal Infrared Remote Sensing Technology for Geothermal Resources Detection Based on Multi-Source Multi-Temporal Data in Dandong, Liaoning (Dissertation). Jilin University, Changchun(in Chinese with English abstract).
|
|
Wang, S., Xu, W., Guo, T. Q., 2024. Advances in Thermal Infrared Remote Sensing Technology for Geothermal Resource Detection. Remote Sensing, 16(10): 1690. https://doi.org/10.3390/rs16101690
|
|
Xu, K. L., Jiang, X. G., Wan, Y. Q., et al., 2022. Thermal Infrared Remote Sensing Monitoring Technology of UAV in Coalfield Fire Area. Coal Technology, 41(7): 120-123 (in Chinese with English abstract).
|
|
Xu, L. X., Wu, W. Y., Qian, J. F., et al., 2023. Analysis of Geothermal Potential in Hangjiahu Area Based on Remote Sensing and Geographic Information System. Frontiers in Earth Science, 10: 1031665. https://doi.org/10.3389/feart.2022.1031665
|
|
Yin, H., Zhang, W., Wang, J., et al., 2025. UAV-Based Thermal Infrared Imaging Technology: A Novel Approach for Rapid Investigation of High-Steep Slopes. Journal of Earth Science, 36(3): 1327-1333. https://doi.org/10.1007/s12583-025-2031-2
|
|
Zaini, N., Yanis, M., Abdullah, F., et al., 2022. Exploring the Geothermal Potential of Peut Sagoe Volcano Using Landsat 8 OLI/TIRS Images. Geothermics, 105: 102499. https://doi.org/10.1016/j.geothermics.2022.102499
|
|
Zhao, H. Q., Wang, M. M., Wu, Y. H., et al., 2024. Fast and Nondestructive Discrimination of Coal Types Based on Spectral Feature Parameters. Spectrochimica Acta Part A: Molecular and Biomolecular Spectroscopy, 322: 124749. https://doi.org/10.1016/j.saa.2024.124749
|
|
高彦彦, 2022. 基于多源热红外遥感技术的地热探测(硕士学位论文). 徐州: 中国矿业大学.
|
|
江晓雪, 朱传庆, 2025. 复杂热传递作用下冀中坳陷深、浅部地热资源差异分布. 地球科学, 50(4): 1485-1498. doi: 10.3799/dqkx.2024.031
|
|
雷云开, 王帅, 黄学莲, 等, 2025. 粤西沿海高盐度中低温地热系统水化学特征及形成演化. 地球科学, 50(9): 3616-3630. doi: 10.3799/dqkx.2025.108
|
|
李胜林, 刘波, 赵犇, 等, 2023. Landsat 8地表温度产品验证与分析. 中国空间科学技术, 43(2): 174-182.
|
|
屈泽伟, 李枭, 胡亚召, 等, 2024. 基于多时相热红外遥感的理塘盆地地热资源探测. 断块油气田, 31(4): 652-660.
|
|
王康, 2020. 基于多源多时相热红外遥感技术的丹东地热资源探测方法研究(博士学位论文). 长春: 吉林大学.
|
|
徐凯磊, 江晓光, 万余庆, 等, 2022. 煤田火区无人机热红外遥感监测技术. 煤炭技术, 41(7): 120-123.
|