[HTML][HTML] Ensemble machine learning for interpretable soil heat flux estimation

JF Cross, DT Drewry - Ecological Informatics, 2024 - Elsevier
Soil heat flux (SHF) is a key component of the surface energy balance and driver of soil
physiochemical and biological processes. Accurate estimation of soil heat flux is challenging …

Interpretation the influence of hydrometeorological variables on soil temperature prediction using the potential of deep learning model

S Elsayed, M Gupta… - Knowledge …, 2023 - … journals.publicknowledgeproject.org
The importance of soil temperature (ST) quantification can contribute to diverse ecological
modelling processes as well as for agricultural activities. Over the literature, it was evident …

Estimating soil salinity under sunflower cover in the Hetao Irrigation District based on unmanned aerial vehicle remote sensing

X Cui, W Han, H Zhang, J Cui, W Ma… - Land Degradation & …, 2023 - Wiley Online Library
Soil salinization is one of the important factors limiting the sustainable development of
agriculture and causing land degradation. In order to explore the effect of growth stage …

Experimental-based groundwater salinization from the carbonate aquifer of eastern Saudi Arabia: Insight into machine learning coupled with meta-heuristic algorithms

M Benaafi, SI Abba, MO Oyedeji, AS Mubarak… - Chemometrics and …, 2024 - Elsevier
Groundwater (GW) salinization of coastal aquifers has become a serious problem for
attaining sustainable water resource management in Saudi Arabia and other parts of the …

[HTML][HTML] Surface Albedo and temperature models for surface energy balance fluxes and evapotranspiration using SEBAL and Landsat 8 over Cerrado-Pantanal, Brazil

LP Angelini, MS Biudes, NG Machado, HME Geli… - Sensors, 2021 - mdpi.com
The determination of the surface energy balance fluxes (SEBFs) and evapotranspiration
(ET) is fundamental in environmental studies involving the effects of land use change on the …

Ensemble machine learning outperforms empirical equations for the ground heat flux estimation with remote sensing data

J Bonsoms, G Boulet - Remote Sensing, 2022 - mdpi.com
Estimating evapotranspiration at the field scale is a major component of sustainable water
management. Due to the difficulty to assess some major unknowns of the water cycle at that …

Effect of urbanization on energy balance and evapotranspiration in an Amazon–Cerrado transition region in Brazil

JR Pinheiro, MS Biudes, NG Machado… - Journal of Applied …, 2022 - spiedigitallibrary.org
The Amazon–Cerrado transition region has a high rate of deforestation for agriculture,
livestock, logging, and for the increase in urban areas of cities. The development of cities in …

Multi-scale actual evapotranspiration map** in South America with remote sensing data and the geeSEBAL model

BCC Andrade - 2023 - lume.ufrgs.br
Accurately monitoring evapotranspiration (ET) is crucial for managing water resources,
ensuring food security, and assessing the impacts of climate change. Surface Energy …

2003-2018 年青藏高原草地的地表层 土壤热通量时空变化.

**颖, 吴静, **纯斌, 秦格霞 - Acta Prataculturae Sinica, 2022 - search.ebscohost.com
根据青藏高原7 个站点实测数据, 计算站点地表层土壤热通量(G0) 并分析站点的日, 季变化特征;
结合MODIS 数据, **西部1 km 全天候地表温度数据集和**区域地面气象要素驱动数据集 …

Modelling the effect of tourism disturbance on hatching rate of the Chinese giant salamander (Andrias davidianus) by using artificial neural network

M Zhu, R Tian, X Yin, S Luo, Q Luo - Journal of Freshwater Ecology, 2022 - Taylor & Francis
The endangered Chinese giant salamander (Andrias davidianus) is an endangered species
among the conserved Chinese amphibians. Tourism-related pressures have increased for …