Reference evapotranspiration of Brazil modeled with machine learning techniques and remote sensing

New approach to estimate daily reference evapotranspiration based on hourly temperature and relative humidity using machine learning and deep learning

(2020) Lucas Borges Ferreira et al.   AGRICULTURAL WATER MANAGEMENT

Prediction of copper content in waste dump of Sarcheshmeh copper mine using visible and near-infrared reflectance spectroscopy

(2020) Vahid Khosravi et al.   Environmental Earth Sciences

Estimation of reference evapotranspiration in Brazil with limited meteorological data using ANN and SVM – A new approach

(2019) Lucas Borges Ferreira et al.   JOURNAL OF HYDROLOGY

A hybrid training approach for leaf area index estimation via Cubist and random forests machine-learning

(2018) Rasmus Houborg et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Spatial distribution of snow depth based on geographically weighted regression kriging in the Bayanbulak Basin of the Tianshan Mountains, China

(2018) Yang Liu et al.   Journal of Mountain Science

Heuristic methods applied in reference evapotranspiration modeling

(2018) Daniel Althoff et al.   CIENCIA E AGROTECNOLOGIA

WorldClim 2: new 1-km spatial resolution climate surfaces for global land areas

(2017) Stephen E. Fick et al.   INTERNATIONAL JOURNAL OF CLIMATOLOGY

Overview of Water Policy Developments: Pre- and Post-2015 Development Agenda

(2017) Nilgun B. Harmancioglu   WATER RESOURCES MANAGEMENT

A Global Analysis of Sentinel-2A, Sentinel-2B and Landsat-8 Data Revisit Intervals and Implications for Terrestrial Monitoring

(2017) et al.   Remote Sensing

Comparison of Multiple Linear Regression, Cubist Regression, and Random Forest Algorithms to Estimate Daily Air Surface Temperature from Dynamic Combinations of MODIS LST Data

(2017) Phan Noi et al.   Remote Sensing

Evaluation of reference evapotranspiration models and determination of crop coefficient for Momordica charantia and Capsicum annuum

(2016) Josilva M. Muniandy et al.   AGRICULTURAL WATER MANAGEMENT

Trends in reference evapotranspiration and its attribution over the past 50 years in the Loess Plateau, China: implications for ecological projects and agricultural production

(2016) Zhongjie Shi et al.   STOCHASTIC ENVIRONMENTAL RESEARCH AND RISK ASSESSMENT

Downscaling of MODIS One Kilometer Evapotranspiration Using Landsat-8 Data and Machine Learning Approaches

(2016) Yinghai Ke et al.   Remote Sensing

Multi-decadal trends in global terrestrial evapotranspiration and its components

(2016) Yongqiang Zhang et al.   Scientific Reports

Evaluation of two end-member-based models for regional land surface evapotranspiration estimation from MODIS data

(2015) Ronglin Tang et al.   AGRICULTURAL AND FOREST METEOROLOGY

Extreme Learning Machines: A new approach for prediction of reference evapotranspiration

(2015) Shafika Sultan Abdullah et al.   JOURNAL OF HYDROLOGY

Using uncertainty of Penman and Penman–Monteith methods in combined satellite and ground-based evapotranspiration estimates

(2015) R.S. Westerhoff   REMOTE SENSING OF ENVIRONMENT

Dynamics of MODIS evapotranspiration in South Africa

(2015) N Jovanovic et al.   WATER SA

Köppen's climate classification map for Brazil

(2014) Clayton Alcarde Alvares et al.   METEOROLOGISCHE ZEITSCHRIFT

Landsat-8: Science and product vision for terrestrial global change research

(2014) D.P. Roy et al.   REMOTE SENSING OF ENVIRONMENT

An integrated economic model of multiple types and uses of water

(2014) Jonas Luckmann et al.   WATER RESOURCES RESEARCH

Validation of Global Evapotranspiration Product (MOD16) using Flux Tower Data in the African Savanna, South Africa

(2014) Abel Ramoelo et al.   Remote Sensing

Uso de imagens MODIS no monitoramento do fluxo de sedimentos no reservatório de Três Marias

(2014) Carlos E. T. Pinto et al.   Revista Brasileira de Engenharia Agrícola e Ambiental

Spatial-scale effect on the SEBAL model for evapotranspiration estimation using remote sensing data

(2013) Ronglin Tang et al.   AGRICULTURAL AND FOREST METEOROLOGY

What controls the error structure in evapotranspiration models?

(2012) Aaron Polhamus et al.   AGRICULTURAL AND FOREST METEOROLOGY

Validation of MODIS 16 global terrestrial evapotranspiration products in various climates and land cover types in Asia

(2012) Hyun Woo Kim et al.   KSCE Journal of Civil Engineering

Sentinel-2: ESA's Optical High-Resolution Mission for GMES Operational Services

(2012) M. Drusch et al.   REMOTE SENSING OF ENVIRONMENT

Adaptive Forward-Backward Greedy Algorithm for Learning Sparse Representations

(2011) Tong Zhang   IEEE TRANSACTIONS ON INFORMATION THEORY

Improvements to a MODIS global terrestrial evapotranspiration algorithm

(2011) Qiaozhen Mu et al.   REMOTE SENSING OF ENVIRONMENT

Long-Term Regional Estimates of Evapotranspiration for Mexico Based on Downscaled ISCCP Data

(2009) Justin Sheffield et al.   JOURNAL OF HYDROMETEOROLOGY