Remote sensing for crop water management: From ET modelling to services for the end users

A Calera, I Campos, A Osann, G D'Urso, M Menenti - Sensors, 2017 - mdpi.com
The experiences gathered during the past 30 years support the operational use of irrigation
scheduling based on frequent multi-spectral image data. Currently, the operational use of …

Forecast of short-term daily reference evapotranspiration under limited meteorological variables using a hybrid bi-directional long short-term memory model (Bi-LSTM)

J Yin, Z Deng, AVM Ines, J Wu, E Rasu - Agricultural Water Management, 2020 - Elsevier
As the standard method to compute reference evapotranspiration (ET 0), Penman-Monteith
(PM) method requires eight meteorological input variables, which makes it difficult to apply …

Comparison of ERA5-Land and UERRA MESCAN-SURFEX reanalysis data with spatially interpolated weather observations for the regional assessment of reference …

A Pelosi, F Terribile, G D'Urso, GB Chirico - Water, 2020 - mdpi.com
Reanalysis data are being increasingly used as gridded weather data sources for assessing
crop-reference evapotranspiration (ET0) in irrigation water-budget analyses at regional …

[HTML][HTML] Comparing the use of ERA5 reanalysis dataset and ground-based agrometeorological data under different climates and topography in Italy

D Vanella, G Longo-Minnolo, OR Belfiore… - Journal of Hydrology …, 2022 - Elsevier
Study region The study region is represented by seven irrigation districts distributed under
different climate and topography conditions in Italy. Study focus This study explores the …

Data processing to remove outliers and inliers: A systematic literature study

F Alves, EG Souza, R Sobjak, CL Bazzi… - Revista Brasileira de …, 2024 - SciELO Brasil
Outliers and inliers often arise during sample data acquisition. While outliers represent
anomalous observations, inliers are erroneous data points within the main body of the …

Regional assessment of daily reference evapotranspiration: Can ground observations be replaced by blending ERA5-Land meteorological reanalysis and CM-SAF …

A Pelosi, GB Chirico - Agricultural Water Management, 2021 - Elsevier
This study evaluates the accuracy of daily reference evapotranspiration (ET o), computed
according to the FAO Penman-Monteith equation by using a set of input weather variables …

Develo** a novel framework for forecasting groundwater level fluctuations using Bi-directional Long Short-Term Memory (BiLSTM) deep neural network

R Ghasemlounia, A Gharehbaghi, F Ahmadi… - … and Electronics in …, 2021 - Elsevier
In this study, mean monthly groundwater level (GWL) fluctuations of four different monitoring
piezometers are forecasted in an agricultural area by develo** new proposed structures of …

Medium-range forecasting of daily reference evapotranspiration across China using numerical weather prediction outputs downscaled by extreme gradient boosting

J Fan, L Wu, J Zheng, F Zhang - Journal of hydrology, 2021 - Elsevier
Ahead forecasting of daily reference evapotranspiration (ET 0) is of great significance for
real-time irrigation decision-making, water resources allocation and hydrological drought …

[HTML][HTML] Performance of the Copernicus European Regional Reanalysis (CERRA) dataset as proxy of ground-based agrometeorological data

A Pelosi - Agricultural Water Management, 2023 - Elsevier
The continuous advances in numerical modeling of the atmosphere, computing power and
data assimilation techniques entail frequent updates of numerical weather prediction (NWP) …

Smart irrigation forecast using satellite LANDSAT data and meteo-hydrological modeling

C Corbari, R Salerno, A Ceppi, V Telesca… - Agricultural water …, 2019 - Elsevier
The paper discusses advances in coupling satellite driven soil water balance model and
meteorological forecast as support for precision smart irrigation use in a case study of an …