Remote sensing for crop water management: From ET modelling to services for the end users
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 …
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)
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 …
(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 …
Reanalysis data are being increasingly used as gridded weather data sources for assessing
crop-reference evapotranspiration (ET0) in irrigation water-budget analyses at regional …
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
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 …
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 …
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 …
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 …
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
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 …
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
Ahead forecasting of daily reference evapotranspiration (ET 0) is of great significance for
real-time irrigation decision-making, water resources allocation and hydrological drought …
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) …
data assimilation techniques entail frequent updates of numerical weather prediction (NWP) …
Smart irrigation forecast using satellite LANDSAT data and meteo-hydrological modeling
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 …
meteorological forecast as support for precision smart irrigation use in a case study of an …