Enhancing streamflow estimation by integrating a data-driven evapotranspiration submodel into process-based hydrological models

X Lian, X Hu, J Bian, L Shi, L Lin, Y Cui - Journal of Hydrology, 2023 - Elsevier
Hydrological models are powerful tools for estimating streamflow. However, they typically
simplify the representation of the evapotranspiration (ET) process, which increases the …

[HTML][HTML] Estimating the transpiration of kiwifruit using an optimized canopy resistance model based on the synthesis of sunlit and shaded leaves

Z Li, L Zhao, Z Zhao, H Cai, L Xing, N Cui - Agricultural Water Management, 2024 - Elsevier
Accurate estimation of transpiration (T) in kiwifruit trees is essential for effective irrigation and
water management. Canopy resistance (rc) is crucial for estimating T, but existing models do …

Hybrid residual deep learning models with physical knowledge for improving plant transpiration estimation

B Liu, X He, N Liu - Computers and Electronics in Agriculture, 2023 - Elsevier
In this study, two hybrid residual deep learning models coupled with physical knowledge are
proposed for improving daily transpiration (E c) estimation. A Hybrid-Physics-Data-Residual …

[HTML][HTML] Reconstruction of the dynamics of sap-flow timeseries of a beech forest using a machine learning approach

JP Kabala, C Massari, F Niccoli, M Natali… - Agricultural and Forest …, 2025 - Elsevier
Transpiration is a key biogeochemical process, accounting for more than half of the
evaporative water fluxes from land to the atmosphere; however, its quantification is still a hot …

Environmental Factors Driving the Transpiration of a Betula platyphylla Sukaczev Forest in a Semi-arid Region in North China during Different Hydrological Years

Y Wu, P Zhao, M Zhou, Z Liu, H Yao, J Wei, Y Shu, J Li… - Forests, 2022 - mdpi.com
More and more droughts happened during the last decades, threatening natural forests in
the semi-arid regions of North China. The increase in drought pressure may have an impact …

Toward Flash Flood Modeling Using Gradient Resolving Representative Hillslopes

A Manoj J, R Loritz, F Villinger… - Water Resources …, 2024 - Wiley Online Library
It is increasingly acknowledged that the acceleration of the global water cycle, largely driven
by anthropogenic climate change, has a disproportionate impact on sub‐daily and small …

Generalizing tree–level sap flow across the European continent

R Loritz, CH Wu, D Klotz, M Gauch… - Geophysical …, 2024 - Wiley Online Library
Sap flow offers key insights about transpiration dynamics and forest‐climate interactions.
Accurately simulating sap flow remains challenging due to measurement uncertainties and …

An Improved Model for Sap Flow Prediction Based on Linear Trend Decomposition

B Li, Y Li, H Feng, B Wu, Q Zhu, X Weng… - … Networking for Quality …, 2023 - Springer
Tree transpiration plays an important role in environmental change, which mainly assessed
by sap flow. It is great significance to predict sap flow accurately for estimation of water …

Preferential pathways in catchments induce simple functioning but complex chemical transport

E Zehe, R Loritz, A Kleidon, L Pfister, B Berkowitz - 2024 - researchsquare.com
Preferential pathways are omnipresent on Earth. They play a key but often confusing role in
hydrology, being seen either as a source of “simplicity” by catchment hydrologists, or of …

[引用][C] TRANSPIRATION RESPONSE OF EUROPEAN FOREST ECOSYSTEMS TO DROUGHTS AND HEATWAVES

H Slock - 2023 - Ghent University