Artificial Neural Network Model of Soil Heat Flux over Multiple Land Covers in South America

Representativeness of FLUXNET sites across Latin America

(2021) Samuel Villarreal et al.   Journal of Geophysical Research-Biogeosciences

Attribute selection using correlations and principal components for artificial neural networks employment for landslide susceptibility assessment

(2020) Luísa Vieira Lucchese et al.   ENVIRONMENTAL MONITORING AND ASSESSMENT

Prediction of actual evapotranspiration by artificial neural network models using data from a Bowen ratio energy balance station

(2020) Spencer Walls et al.   NEURAL COMPUTING & APPLICATIONS

Operational Global Actual Evapotranspiration: Development, Evaluation, and Dissemination

(2020) Gabriel B. Senay et al.   SENSORS

Assessment of an Automated Calibration of the SEBAL Algorithm to Estimate Dry-Season Surface-Energy Partitioning in a Forest–Savanna Transition in Brazil

(2020) Leonardo Laipelt et al.   Remote Sensing

Seasonal variation of surface radiation and energy balances over two contrasting areas of the seasonally dry tropical forest (Caatinga) in the Brazilian semi-arid

(2020) Camilla K. Borges et al.   ENVIRONMENTAL MONITORING AND ASSESSMENT

Estimating surface heat and water vapor fluxes by combining two-source energy balance model and back-propagation neural network

(2020) Jiaojiao Feng et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Artificial neural networks model based on remote sensing to retrieve evapotranspiration over the Brazilian Pampa

(2020) Pâmela Suélen Käfer et al.   Journal of Applied Remote Sensing

Radiative forcing of methane fluxes offsets net carbon dioxide uptake for a tropical flooded forest

(2019) Higo J. Dalmagro et al.   GLOBAL CHANGE BIOLOGY

Rain-fed and irrigated cropland-atmosphere water fluxes and their implications for agricultural production in Southern Amazonia

(2018) Michael J. Lathuillière et al.   AGRICULTURAL AND FOREST METEOROLOGY

A Comparison of SWAT and ANN Models for Daily Runoff Simulation in Different Climatic Zones of Peninsular Spain

(2018) Patricia Jimeno-Sáez et al.   Water

Peeking inside the black-box: A survey on Explainable Artificial Intelligence (XAI)

(2018) Amina Adadi et al.   IEEE Access

Estimating Calibration Variability in Evapotranspiration Derived from a Satellite-Based Energy Balance Model

(2018) Sulochan Dhungel et al.   Remote Sensing

Performance of five surface energy balance models for estimating daily evapotranspiration in high biomass sorghum

(2017) Pradeep Wagle et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Seasonal patterns of carbon dioxide, water and energy fluxes over the Caatinga and grassland in the semi-arid region of Brazil

(2017) Paulo Ferreira da Silva et al.   JOURNAL OF ARID ENVIRONMENTS

Satellite-based water use dynamics using historical Landsat data (1984–2014) in the southwestern United States

(2017) Gabriel B. Senay et al.   REMOTE SENSING OF ENVIRONMENT

Canopy skin temperature variations in relation to climate, soil temperature, and carbon flux at a ponderosa pine forest in central Oregon

(2016) Youngil Kim et al.   AGRICULTURAL AND FOREST METEOROLOGY

Vegetation response to rainfall seasonality and interannual variability in tropical dry forests

(2016) Rodolfo Souza et al.   HYDROLOGICAL PROCESSES

Evaluating five remote sensing based single-source surface energy balance models for estimating daily evapotranspiration in a humid subtropical climate

(2016) Nishan Bhattarai et al.   International Journal of Applied Earth Observation and Geoinformation

Ground heat flux: An analytical review of 6 models evaluated at 88 sites and globally

(2016) A. J. Purdy et al.   Journal of Geophysical Research-Biogeosciences

Patterns of energy exchange for tropical ecosystems across a climate gradient in Mato Grosso, Brazil

(2015) Marcelo Sacardi Biudes et al.   AGRICULTURAL AND FOREST METEOROLOGY

Impacts of soil heat flux calculation methods on the surface energy balance closure

(2015) Eric S. Russell et al.   AGRICULTURAL AND FOREST METEOROLOGY

Evapotranspiration Estimation with Remote Sensing and Various Surface Energy Balance Algorithms—A Review

(2014) Yuei-An Liou et al.   Energies

Energy Partitioning and Evapotranspiration over a Rice Paddy in Southern Brazil

(2014) Andrea Ucker Timm et al.   JOURNAL OF HYDROMETEOROLOGY

Operational Evapotranspiration Mapping Using Remote Sensing and Weather Datasets: A New Parameterization for the SSEB Approach

(2013) Gabriel B. Senay et al.   JOURNAL OF THE AMERICAN WATER RESOURCES ASSOCIATION

A MODIS-Based Energy Balance to Estimate Evapotranspiration for Clear-Sky Days in Brazilian Tropical Savannas

(2012) Anderson L. Ruhoff et al.   Remote Sensing

Soil Heat Flux Modeling Using Artificial Neural Networks and Multispectral Airborne Remote Sensing Imagery

(2011) Dario J. Canelón et al.   Remote Sensing

Discussion of “Application of SEBAL Model for Mapping Evapotranspiration and Estimating Surface Energy Fluxes in South-Central Nebraska” by Ramesh K. Singh, Ayse Irmak, Suat Irmak, and Derrel L. Martin

(2010) Wim Bastiaanssen et al.   JOURNAL OF IRRIGATION AND DRAINAGE ENGINEERING

Comparison of artificial neural network and multivariate linear regression methods for estimation of daily soil temperature in an arid region

(2010) Hossein Tabari et al.   METEOROLOGY AND ATMOSPHERIC PHYSICS

Patterns of water and heat flux across a biome gradient from tropical forest to savanna in Brazil

(2009) Humberto R. da Rocha et al.   JOURNAL OF GEOPHYSICAL RESEARCH

Atmosphere and hydrological controls of the evapotranspiration over a floodplain forest in the Bananal Island region, Amazonia

(2009) L. S. Borma et al.   JOURNAL OF GEOPHYSICAL RESEARCH

Reviewing SEBAL input parameters for assessing evapotranspiration and water productivity for the Low-Middle São Francisco River basin, Brazil

(2008) A.H. de C. Teixeira et al.   AGRICULTURAL AND FOREST METEOROLOGY

Earth's Global Energy Budget

(2008) Kevin E. Trenberth et al.   BULLETIN OF THE AMERICAN METEOROLOGICAL SOCIETY

Application of SEBAL Model for Mapping Evapotranspiration and Estimating Surface Energy Fluxes in South-Central Nebraska

(2008) Ramesh K. Singh et al.   JOURNAL OF IRRIGATION AND DRAINAGE ENGINEERING

A thermal-based remote sensing technique for routine mapping of land-surface carbon, water and energy fluxes from field to regional scales

(2008) M ANDERSON et al.   REMOTE SENSING OF ENVIRONMENT