Water and energy demand forecasting in large-scale water distribution networks for irrigation using open data and machine learning algorithms

Assessing the Accuracy of Multiple Classification Algorithms for Crop Classification Using Landsat-8 and Sentinel-2 Data

(2020) Amal Chakhar et al.   Remote Sensing

Estimating regional potential for micro-hydropower energy recovery in irrigation networks on a large geographical scale

(2020) Miguel Crespo Chacón et al.   RENEWABLE ENERGY

Decision Support System Based on Genetic Algorithms to Optimize the Daily Management of Water Abstraction from Multiple Groundwater Supply Sources

(2020) Rafael Gonzalez Perea et al.   WATER RESOURCES MANAGEMENT

Prediction of applied irrigation depths at farm level using artificial intelligence techniques

(2018) R. González Perea et al.   AGRICULTURAL WATER MANAGEMENT

A high-performance and in-season classification system of field-level crop types using time-series Landsat data and a machine learning approach

(2018) Yaping Cai et al.   REMOTE SENSING OF ENVIRONMENT

HidroMap: A New Tool for Irrigation Monitoring and Management Using Free Satellite Imagery

(2018) Laura Piedelobo et al.   ISPRS International Journal of Geo-Information

Remote Sensing for Crop Water Management: From ET Modelling to Services for the End Users

(2017) Alfonso Calera et al.   SENSORS

Ensemble-based canonical correlation forest (CCF) for land use and land cover classification using sentinel-2 and Landsat OLI imagery

(2017) Ismail Colkesen et al.   Remote Sensing Letters

FORETo: New software for reference evapotranspiration forecasting

(2016) Rocío Ballesteros et al.   JOURNAL OF ARID ENVIRONMENTS

Crop Area Mapping Using 100-m Proba-V Time Series

(2016) Yetkin Durgun et al.   Remote Sensing

Irrigation Demand Forecasting Using Artificial Neuro-Genetic Networks

(2015) R. González Perea et al.   WATER RESOURCES MANAGEMENT

Optimum pumping station management for irrigation networks sectoring: Case of Bembezar MI (Spain)

(2014) I. Fernández García et al.   AGRICULTURAL WATER MANAGEMENT

A review of large area monitoring of land cover change using Landsat data

(2012) Matthew C. Hansen et al.   REMOTE SENSING OF ENVIRONMENT

Detecting Critical Points in On-Demand Irrigation Pressurized Networks – A New Methodology

(2012) J. A. Rodríguez Díaz et al.   WATER RESOURCES MANAGEMENT

Considering the energy, water and food nexus: Towards an integrated modelling approach

(2011) Morgan Bazilian et al.   ENERGY POLICY

Evaluation of Water and Energy Use in Pressurized Irrigation Networks in Southern Spain

(2011) J. A. Rodríguez Díaz et al.   JOURNAL OF IRRIGATION AND DRAINAGE ENGINEERING

Modernization of large-scale irrigation systems: is it an achievable objective or a lost cause

(2010) Hervé Plusquellec   IRRIGATION AND DRAINAGE

Climate impacts on European agriculture and water management in the context of adaptation and mitigation—The importance of an integrated approach

(2009) Pete Falloon et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Improved irrigation water demand forecasting using a soft-computing hybrid model

(2008) Inmaculada Pulido-Calvo et al.   BIOSYSTEMS ENGINEERING