An interpretable machine learning approach based on DNN, SVR, Extra Tree, and XGBoost models for predicting daily pan evaporation
Evaporation is an important hydrological process in the water cycle, especially for water
bodies. Machine Learning (ML) models have become accurate and powerful tools in …
bodies. Machine Learning (ML) models have become accurate and powerful tools in …
Past (1971–2018) and future (2021–2100) pan evaporation rates in the Czech Republic
Evaporation from open water surfaces is often estimated based on the pan evaporation (E
pan), which is an essential measure for estimating atmospheric evaporative demand. Within …
pan), which is an essential measure for estimating atmospheric evaporative demand. Within …
Change and attribution of pan evaporation throughout the Qinghai‐Tibet Plateau during 1979–2017 using China meteorological forcing dataset
T Yao, H Lu, Q Yu, W Feng… - International Journal of …, 2022 - Wiley Online Library
Pan evaporation (E pan) analysis in the Qinghai‐Tibet Plateau (QTP) is important for
improving the understanding of the climatic and environmental changes in the QTP and …
improving the understanding of the climatic and environmental changes in the QTP and …
Deriving a high-quality daily dataset of large-pan evaporation over China using a hybrid model
J Du, X Xu, H Liu, L Wang, B Cui - Water Research, 2023 - Elsevier
Global warming is expected to increase the atmospheric evaporative demand and make
more surface water for evapotranspiration, aggerating water sources' social and ecological …
more surface water for evapotranspiration, aggerating water sources' social and ecological …
Deriving a long-term pan evaporation reanalysis dataset for two Chinese pan types
A long-term continuous and consistent pan evaporation (E pan) reanalysis dataset will
augment the analysis of E pan distributions when the observation network is discontinuous …
augment the analysis of E pan distributions when the observation network is discontinuous …
Response of Global Runoff Components to Rising CO2
H Wang, X Liu, K Wang, C Liu - Earth's Future, 2024 - Wiley Online Library
Rising atmospheric CO2 is anticipated to influence global runoff through its radiative effect
and physiological effect, thereby resulting in profound impacts on water availability and …
and physiological effect, thereby resulting in profound impacts on water availability and …
Pan coefficient sensitivity to environment variables across China
Data of open water evaporation (E ow), such as evaporation of lake and reservoir, have
been widely used in hydraulic and hydrological engineering projects, and water resources …
been widely used in hydraulic and hydrological engineering projects, and water resources …
Observed decreasing trend in pan evaporation in a tropical rainforest region during 1959–2021
Y **, Y Zhang, X Yang, M Zhang, XB Guo… - Journal of Plant …, 2024 - academic.oup.com
Pan evaporation (E pan) is a critical measure of the atmospheric evaporation demand.
Analyzing meteorological data from the Tropical Rainforest Comprehensive Meteorological …
Analyzing meteorological data from the Tropical Rainforest Comprehensive Meteorological …
The unignorable impacts of pan wall on pan evaporation dynamics
Open water evaporation (E ow), such as evaporation of lake and reservoir, is typically
estimated by observations of different pans. The observation networks of pan evaporation (E …
estimated by observations of different pans. The observation networks of pan evaporation (E …
Water temperature characteristics of evaporation ponds with different areas and improvement of Penman model
J CHEN, S ZHANG, Q DU, J XUE… - Advances in Water Science, 2024 - skxjz.nhri.cn
By analyzing the water temperature characteristics of evaporation ponds, we can deeply
understand the energy balance characteristics of evaporation ponds, study the calculation …
understand the energy balance characteristics of evaporation ponds, study the calculation …