Preprints
https://doi.org/10.5194/essd-2026-396
https://doi.org/10.5194/essd-2026-396
07 Sep 2026
 | 07 Sep 2026
Status: this preprint is currently under review for the journal ESSD.

A Monthly 30 m Dataset of Lakes Larger than 1 km² on the Tibetan Plateau from 2001 to 2025

Aashish Tiwari, Qiang Liu, and Liqiao Liang

Abstract. Long-term monthly records of lake dynamics are critical for understanding hydrological and climatic change on the TP. However, existing products are constrained by factors such as cloud cover, snow and ice contamination, terrain shadow, observational gaps, and scale-related bias. Here we present a new monthly dataset of lakes larger than 1 km² across the TP for 2001–2025 at 30 m spatial resolution. The dataset was generated using TSRFD framework integrating MODIS, Landsat and terrain variables, with refinement steps to improve mapping accuracy and boundary consistency. Technical validation against three reference datasets showed strong spatial agreement (IoU = 0.80–0.92) and very high consistency in lake area estimates (R² > 0.99). Uncertainty analysis indicated that most lake-months were classified as having low to moderate uncertainty. From 2001 to 2025, lakes on the TP expanded in both number increasing by 20.6 % and total area expanding by 22.9 %, despite interannual variability. Small lakes contributed to the increase in lake number, while larger lakes were responsible for most to area expansion. Both metrics showed clear seasonal peaks in late summer. This dataset provides a valuable long-term resource for investigating lake dynamics, hydrological variability, and climate-lake interactions in high-altitude regions.

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Aashish Tiwari, Qiang Liu, and Liqiao Liang

Status: open (until 14 Oct 2026)

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Aashish Tiwari, Qiang Liu, and Liqiao Liang
Aashish Tiwari, Qiang Liu, and Liqiao Liang
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Latest update: 07 Sep 2026
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Short summary
This study improves monthly 30 m lake mapping for Tibetan Plateau lakes larger than 1 km² and addresses limitations of existing products. Validation showed high spatial and lake-area agreement, supporting its value for hydrological and climate studies. From 2001–2025, lake number and area increased, with small lakes driving count growth, larger lakes dominating area expansion, and seasonal peaks in late summer.
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