Articles | Volume 14, issue 12
https://doi.org/10.5194/essd-14-5489-2022
© Author(s) 2022. This work is distributed under
the Creative Commons Attribution 4.0 License.
the Creative Commons Attribution 4.0 License.
https://doi.org/10.5194/essd-14-5489-2022
© Author(s) 2022. This work is distributed under
the Creative Commons Attribution 4.0 License.
the Creative Commons Attribution 4.0 License.
Data description article
| 
15 Dec 2022
Data description article |
| 15 Dec 2022
| 15 Dec 2022
Landsat- and Sentinel-derived glacial lake dataset in the China–Pakistan Economic Corridor from 1990 to 2020
Muchu Lesi
Institute of Mountain Hazards and Environment, Chinese Academy of
Sciences, Chengdu 610299, China
University of Chinese Academy of Sciences, Beijing 100190, China
Institute of Mountain Hazards and Environment, Chinese Academy of
Sciences, Chengdu 610299, China
Dan Hirsh Shugar
Water, Sediment, Hazards, and Earth-surface Dynamics (waterSHED) Lab,
Department of Geoscience, University of Calgary, Alberta, T2N 1N4, Canada
Jida Wang
Department of Geography and Geospatial Sciences, Kansas State
University, Manhattan, KS 66506, USA
Qian Deng
Institute of Mountain Hazards and Environment, Chinese Academy of
Sciences, Chengdu 610299, China
University of Chinese Academy of Sciences, Beijing 100190, China
Huayong Chen
Institute of Mountain Hazards and Environment, Chinese Academy of
Sciences, Chengdu 610299, China
Jianrong Fan
Institute of Mountain Hazards and Environment, Chinese Academy of
Sciences, Chengdu 610299, China
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Cited
28 citations as recorded by crossref.
- An advanced deep learning framework for mapping glacial lakes and its application in the Hindu Kush-Karakoram-Himalaya region H. Zhang et al.
- The Greenland Ice-Marginal Lake Inventory Series from 2016 to 2023 P. How et al.
- A dataset of glacial lakes in the alpine mountains of Xinjiang in 2022 S. LIU et al.
- Evolution of glacial lakes in Southern Patagonian Icefield between 1986 and 2023 D. Carrión et al.
- Three decades of glacial lake research: a bibliometric and visual analysis of glacial lake identification Z. Liu et al.
- Daily imaging from China's HJ-2A/B satellites enables yearly mapping of regional glacial lakes Y. Nie et al.
- Monitoring Glacier Debris Flows and Dammed Lakes Using Multiple Satellite Images in the Badswat Watershed, Northern Karakoram M. Lesi et al.
- A comprehensive high-resolution lake inventory across the highly heterogeneous Tibetan Plateau from 2020 Sentinel-2 imagery using deep learning R. Wang et al.
- A 10-m glacial lake dataset along the Sichuan-Tibet Railway using Sentinel-2 images Q. Deng et al.
- Glacial lake mapping: Progress, challenges, and future directions I. Khan et al.
- Detecting Glacier Dynamics During 2016–2024 Using Planet Imagery in the Upper Zarafshon River Basin, Tajikistan A. Halimov et al.
- Glacial lake formation and evolution in the Hindukush Region of Afghanistan between 1990 and 2020 F. Azizi et al.
- Temporal and spatial changes of glacial lakes in the central Himalayas and their response to climate change based on multi-source remote sensing data X. Cheng et al.
- Using the Improved YOLOv5-Seg Network and Sentinel-2 Imagery to Map Glacial Lakes in High Mountain Asia L. Yin et al.
- Inventory of Glacial Lake in the Southeastern Qinghai-Tibet Plateau Derived from Sentinel-1 SAR Image and Sentinel-2 MSI Image Y. Zhang et al.
- Monitoring glacial lake formation and GLOF hazard in Kanchenjunga conservation area of Nepal (2010–2023): a high-resolution approach P. Chhetri et al.
- A generic framework for investigating historical ice-dammed glacial lake outburst floods: A case study of Central Rimo Lake, Karakoram L. Zhang et al.
- Glacial Lake Changes and Risk Assessment in Rongxer Watershed of China–Nepal Economic Corridor S. Zhang et al.
- Disaster management and environmental policy integration in Pakistan — an evaluation with particular reference to the China–Pakistan Economic Corridor Plan A. Waheed et al.
- Advancements in Remote Sensing for Monitoring and Risk Assessment of Glacial Lake Outburst Floods S. Nurakynov et al.
- Glacial lakes of Sikkim Himalaya: their dynamics, trends, and likely fate—a timeseries analysis through cloud-based geocomputing, and machine learning P. Banerjee & C. Bhuiyan
- Thermokarst lake changes along the Qinghai-Tibet Highway during 1991–2020 M. Mu et al.
- Analytical hierarchy process based assessment of glacial lake outburst flood screening in Arunachal Pradesh, India V. Ritse et al.
- Development genetic and stability classification of seasonal glacial lakes in a tectonically active area—A case study in Niangmuco, east margin of the Eastern Himalayan Syntaxis Y. Wei et al.
- A New Method for Detecting Automated Mapping Anomalies in Himalayan Glacial Lakes from Satellite Images X. Jiang et al.
- A generic framework for glacial lake outburst flood investigation: A case study of Zalai Tsho, Southeast Tibet W. Wang et al.
- A new approach automatically calculating the outlet and upper catchment area of alpine glacial lakes Y. Wu et al.
- Glacial Lake Outburst Flood Modelling of the Tikip Lake, Sikkim Himalaya, India S. Adhikary et al.
28 citations as recorded by crossref.
- An advanced deep learning framework for mapping glacial lakes and its application in the Hindu Kush-Karakoram-Himalaya region H. Zhang et al.
- The Greenland Ice-Marginal Lake Inventory Series from 2016 to 2023 P. How et al.
- A dataset of glacial lakes in the alpine mountains of Xinjiang in 2022 S. LIU et al.
- Evolution of glacial lakes in Southern Patagonian Icefield between 1986 and 2023 D. Carrión et al.
- Three decades of glacial lake research: a bibliometric and visual analysis of glacial lake identification Z. Liu et al.
- Daily imaging from China's HJ-2A/B satellites enables yearly mapping of regional glacial lakes Y. Nie et al.
- Monitoring Glacier Debris Flows and Dammed Lakes Using Multiple Satellite Images in the Badswat Watershed, Northern Karakoram M. Lesi et al.
- A comprehensive high-resolution lake inventory across the highly heterogeneous Tibetan Plateau from 2020 Sentinel-2 imagery using deep learning R. Wang et al.
- A 10-m glacial lake dataset along the Sichuan-Tibet Railway using Sentinel-2 images Q. Deng et al.
- Glacial lake mapping: Progress, challenges, and future directions I. Khan et al.
- Detecting Glacier Dynamics During 2016–2024 Using Planet Imagery in the Upper Zarafshon River Basin, Tajikistan A. Halimov et al.
- Glacial lake formation and evolution in the Hindukush Region of Afghanistan between 1990 and 2020 F. Azizi et al.
- Temporal and spatial changes of glacial lakes in the central Himalayas and their response to climate change based on multi-source remote sensing data X. Cheng et al.
- Using the Improved YOLOv5-Seg Network and Sentinel-2 Imagery to Map Glacial Lakes in High Mountain Asia L. Yin et al.
- Inventory of Glacial Lake in the Southeastern Qinghai-Tibet Plateau Derived from Sentinel-1 SAR Image and Sentinel-2 MSI Image Y. Zhang et al.
- Monitoring glacial lake formation and GLOF hazard in Kanchenjunga conservation area of Nepal (2010–2023): a high-resolution approach P. Chhetri et al.
- A generic framework for investigating historical ice-dammed glacial lake outburst floods: A case study of Central Rimo Lake, Karakoram L. Zhang et al.
- Glacial Lake Changes and Risk Assessment in Rongxer Watershed of China–Nepal Economic Corridor S. Zhang et al.
- Disaster management and environmental policy integration in Pakistan — an evaluation with particular reference to the China–Pakistan Economic Corridor Plan A. Waheed et al.
- Advancements in Remote Sensing for Monitoring and Risk Assessment of Glacial Lake Outburst Floods S. Nurakynov et al.
- Glacial lakes of Sikkim Himalaya: their dynamics, trends, and likely fate—a timeseries analysis through cloud-based geocomputing, and machine learning P. Banerjee & C. Bhuiyan
- Thermokarst lake changes along the Qinghai-Tibet Highway during 1991–2020 M. Mu et al.
- Analytical hierarchy process based assessment of glacial lake outburst flood screening in Arunachal Pradesh, India V. Ritse et al.
- Development genetic and stability classification of seasonal glacial lakes in a tectonically active area—A case study in Niangmuco, east margin of the Eastern Himalayan Syntaxis Y. Wei et al.
- A New Method for Detecting Automated Mapping Anomalies in Himalayan Glacial Lakes from Satellite Images X. Jiang et al.
- A generic framework for glacial lake outburst flood investigation: A case study of Zalai Tsho, Southeast Tibet W. Wang et al.
- A new approach automatically calculating the outlet and upper catchment area of alpine glacial lakes Y. Wu et al.
- Glacial Lake Outburst Flood Modelling of the Tikip Lake, Sikkim Himalaya, India S. Adhikary et al.
Saved (final revised paper)
Latest update: 06 May 2026
Short summary
The China–Pakistan Economic Corridor plays a vital role in foreign trade and faces threats from water shortage and water-related hazards. An up-to-date glacial lake dataset with critical parameters is basic for water resource and flood risk research, which is absent from the corridor. This study created a glacial lake dataset in 2020 from Landsat and Sentinel images from 1990–2000, using a threshold-based mapping method. Our dataset has the potential to be widely applied.
The China–Pakistan Economic Corridor plays a vital role in foreign trade and faces threats from...
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