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Huanyao Liu

Hunan Agricultural University

China

SCHOLARLY PAPERS

3

DOWNLOADS

76

TOTAL CITATIONS

0

Scholarly Papers (3)

1.

Masking effects from seasonal rainfall reshape the thresholds of landscape components on stoichiometry regime in subtropical basins

Number of pages: 36 Posted: 25 Oct 2025
Beijing Normal University - Zhuhai Campus, affiliation not provided to SSRN, Beijing Normal University (BNU) - State Key Laboratory of Water Environmental Simulation, Hunan Agricultural University, affiliation not provided to SSRN, Beijing Normal University - Zhuhai Campus, Beijing Normal University - Zhuhai Campus and Beijing Normal University - Zhuhai Campus
Downloads 36 (1,263,436)

Abstract:

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Nitrogen, phosphorus, Carbon, Landscape components, Subtropical basin

2.

Weakened Casual Feedback Loops Subjected to Intensive Restoration Efforts and Climate Changes in a Freshwater Lake

Number of pages: 36 Posted: 06 Sep 2023
Hunan Agricultural University, Hunan Agricultural University, Hunan Agricultural University, affiliation not provided to SSRN, Hunan Agricultural University, Hunan Agricultural University, Hunan Agricultural University, Nanchang Institute of Technology, Hunan Agricultural University and Aarhus University
Downloads 25 (1,399,036)

Abstract:

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Eutrophication, Feedback loops, Causal linkages, Convergent cross mapping, Lake Ecosystem

3.

An explainable machine learning framework for phosphate oxygen isotopes prediction: Implications for phosphorus tracing in agricultural watersheds

Number of pages: 32 Posted: 29 Jan 2026
affiliation not provided to SSRN, affiliation not provided to SSRN, Hunan Agricultural University, affiliation not provided to SSRN, affiliation not provided to SSRN and Beijing Normal University (BNU) - State Key Laboratory of Water Environmental Simulation
Downloads 15 (1,509,872)

Abstract:

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Phosphorus pollution, Phosphate oxygen isotopes, Machine learning, Random forest model, Environmental factors