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In-season and dynamic crop mapping using 3D convolution neural networks and sentinel-2 time series
An accurate, frequently updated, automatic and reproducible mapping procedure to identify seasonal cultivated crops is a prerequisite …
Ignazio Gallo
,
Luigi Ranghetti
,
Nicola Landro
,
Riccardo La Grassa
,
Mirco Boschetti
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DOI
Mapping spatial distribution of crop residues using PRISMA satellite imaging spectroscopy
Non-photosynthetic vegetation (NPV) plays a key role in soil conservation, which in turn is important in sustainable agriculture and …
Monica Pepe
,
Loredana Pompilio
,
Luigi Ranghetti
,
Francesco Nutini
,
Mirco Boschetti
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DOI
Assessment of maize nitrogen uptake from PRISMA hyperspectral data through hybrid modelling
The spaceborne imaging spectroscopy mission PRecursore IperSpettrale della Missione Applicativa (PRISMA), launched on 22 March 2019 by …
Marina Ranghetti
,
Mirco Boschetti
,
Luigi Ranghetti
,
Giulia Tagliabue
,
Cinzia Panigada
,
Marco Gianinetto
,
Jochem Verrelst
,
Gabriele Candiani
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DOI
Sentinel-2 sampling design and reference fire perimeters to assess accuracy of Burned Area products over Sub-Saharan Africa for the year 2019
The availability of high-resolution reference datasets representing in space and time and with high accuracy areas affected by fires is …
Daniela Stroppiana
,
Matteo Sali
,
Lorenzo Busetto
,
Mirco Boschetti
,
Luigi Ranghetti
,
Magí Franquesa
,
M. Lucrecia Pettinari
,
Emilio Chuvieco
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DOI
Changes in rice cultivation affect population trends of herons and egrets in Italy
The breeding populations of colonial herons, egrets and allied waterbirds in Northwestern Italy increased since 1972, when a long-term …
Mauro Fasola
,
Elisa Cardarelli
,
Luigi Ranghetti
,
Eleonora Boncompagni
,
Daniele Pellitteri-Rosa
,
Daniele Delle Monache
,
Michelangelo Morganti
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DOI
Extrinsic and intrinsic factors affecting the activity budget of alpine marmots (Marmota marmota)
Extrinsic and intrinsic factors may influence the activity budget of wild animals, resulting in a variation in the time spent in …
Caterina Ferrari
,
Cristian Pasquaretta
,
Enrico Caprio
,
Luigi Ranghetti
,
Giuseppe Bogliani
,
Antonio Rolando
,
Sandro Bertolino
,
Bruno Bassano
,
Achaz von Hardenberg
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DOI
Updated trends of water management practice in the Italian rice paddies from remotely sensed imagery
The rice growing district in northwestern Italy, where paddies were traditionally flooded throughout spring, was interested by a …
Luigi Ranghetti
,
Mirco Boschetti
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DOI
A Reproducible Workflow to Derive Crop Phenology and Agro-Practice Information from Sentinel-2 Time Series: a Case Study for Sardinia Cropping Systems
Sentinel-2 data are widely used to estimate phenological parameters for agronomic applications, although processing methods are often …
Luigi Ranghetti
,
Francesco Nutini
,
Donato Cillis
,
Mirco Boschetti
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DOI
Supporting operational site‐specific fertilization in rice cropping systems with infield smartphone measurements and Sentinel-2 observations
Due to the low efficiency of nitrogen fertilizers in flooded rice paddies, there is a rising demand for tools able to detect crop …
Francesco Nutini
,
Roberto Confalonieri
,
Livia Paleari
,
Monica Pepe
,
Laura Criscuolo
,
Francesco Porta
,
Luigi Ranghetti
,
Lorenzo Busetto
,
Mirco Boschetti
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DOI
\"GUInterp\": a Shiny GUI to support spatial interpolation
In this demo we present \“GUInterp\“, a Shiny interface written to facilitate the operations required to interpolate point …
Luigi Ranghetti
,
Mirco Boschetti
,
Donato Cillis
,
Lorenzo Busetto
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sen2r: An R toolbox for automatically downloading and preprocessing Sentinel-2 satellite data
sen2r is a scalable and flexible R package to enable downloading and preprocessing of Sentinel-2 satellite imagery via an accessible …
Luigi Ranghetti
,
Mirco Boschetti
,
Francesco Nutini
,
Lorenzo Busetto
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DOI
Scaling Up from Drone to Satellite for Monitoring Dryland Ecosystem Phenology
The landscape of drylands, the planet’s largest terrestrial biome, is typically formed by discrete plant patches surrounded by …
Micol Rossini
,
Giulia Tagliabue
,
Javier Blanco Sacristan
,
Luigi Ranghetti
,
Rodolfo Gentili
,
Monica Ladron de Guevara
,
Roberto Garzonio
,
Biagio Di Mauro
,
Roberto Colombo
,
Mirco Boschetti
,
Fernando T Maestre
,
Cinzia Panigada
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\"sen2r\": An R Open Toolbox to Download and Preprocess Sentinel-2 Data and Time Series
\“sen2r\” is an R package which allows to simplify and automate searching, download and preprocessing time series of …
Luigi Ranghetti
,
Lorenzo Busetto
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A new spatial modeling and interpolation approach for high-resolution temperature maps combining reanalysis data and ground measurements
Despite of their increasing importance as inputs to models for a wide range of scientific fields, high-resolution meteorological …
Mariassunta Viggiano
,
Lorenzo Busetto
,
Domenico Cimini
,
Francesco Di Paola
,
Edoardo Geraldi
,
Luigi Ranghetti
,
Elisabetta Ricciardelli
,
Filomena Romano
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DOI
\"Soft Computing\" e \"Machine Learning\" per l'Analisi di \"Big Geo Data\"
Il contributo descrive come le tecniche di soft computing, del Web semantico e neurali siano state applicate efficacemente per …
Gloria Bordogna
,
Mirco Boschetti
,
Pietro Alessandro Brivio
,
Paola Carrara
,
Cristiano Fugazza
,
Simone Guarino
,
Monica Pepe
,
Anna Rampini
,
Luigi Ranghetti
,
Giuseppe Satalino
,
Daniela Stroppiana
,
Paolo Tagliolato
Cite
Scaricare e processare automaticamente i dati Sentinel-2 in R: il nuovo pacchetto \"sen2r\"
sen2r (
https://github.com/ranghetti/sen2r
) è un pacchetto R sviluppato nell’ottica di facilitare, velocizzare ed eventualmente …
Luigi Ranghetti
,
Lorenzo Busetto
,
Mirco Boschetti
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Downscaling rice yield simulation at sub-field scale using remotely sensed LAI data
Crop modeling and remote sensing are key tools to gain deeper understanding on cropping system dynamics and, ultimately, to increase …
Carlo Gilardelli
,
Tommaso Stella
,
Roberto Confalonieri
,
Luigi Ranghetti
,
Manuel Campos-Taberner
,
Francisco Javier Garcia-Haro
,
Mirco Boschetti
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DOI
A high-resolution, integrated system for rice yield forecasting at district level
To meet the growing demands from public and private stakeholders for early yield estimates, a high-resolution (2 km x 2 km) rice yield …
Valentina Pagani
,
Tommaso Guarneri
,
Lorenzo Busetto
,
Luigi Ranghetti
,
Mirco Boschetti
,
Ermes Movedi
,
Manuel Campos-Taberner
,
Francisco Javier Garcia-Haro
,
Dimitrios Katsantonis
,
Dimitris Stavrakoudis
,
Elisabetta Ricciardelli
,
Filomena Romano
,
Francesco Holecz
,
Francesco Collivignarelli
,
Carlos Granell
,
Sven Casteleyn
,
Roberto Confalonieri
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DOI
Testing Multi-Sensors Time Series of Lai Estimates to Monitor Rice Phenology: Preliminary Results
Mirco Boschetti
,
Lorenzo Busetto
,
Luigi Ranghetti
,
Javier Garcia-Haro
,
Manuel Campos-Taberner
,
Roberto Confalonieri
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DOI
Analysis of multi-temporal Sentinel 2 data to support loss adjustment
The monitoring of crop dynamics is generally important by both environmental and economic points of view, because of its impacts on …
Monica Pepe
,
Daniela Stroppiana
,
Lorenzo Busetto
,
Gabriele Candiani
,
Luigi Ranghetti
,
Daniele Giordan
,
Tommaso Guarneri
,
Mirco Boschetti
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A Flexible Desktop Tool for the Deployment of Periodic Downstream Services
The present short paper describes the functionalities of a desktop tool enabling non-expert users to develop downstream services for …
Andrea Ceresi
,
Alessia Goffi
,
Luigi Ranghetti
,
Lorenzo Busetto
,
Daniela Stroppiana
,
Gloria Bordogna
,
Mirco Boschetti
,
Pietro Alessandro Brivio
,
Monica Pepe
,
Massimo Antoninetti
,
Simone Sterlacchini
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DOI
A Critical Comparison of Remote Sensing Leaf Area Index Estimates over Rice-Cultivated Areas: From Sentinel-2 and Landsat-7/8 to MODIS, GEOV1 and EUMETSAT Polar System
Leaf area index (LAI) is a key biophysical variable fundamental in natural vegetation and agricultural land monitoring and modelling …
Manuel Campos-Taberner
,
Francisco Javier García-Haro
,
Lorenzo Busetto
,
Luigi Ranghetti
,
Beatriz Martínez
,
María Amparo Gilabert
,
Gustau Camps-Valls
,
Fernando Camacho
,
Mirco Boschetti
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DOI
Enabling periodic downstream data services via user-friendly data grabbing
GeoGrabber is a desktop tool for non-experts, periodically downloading and processing data from Sentinel sources.
Andrea Ceresi
,
Alessia Goffi
,
Luigi Ranghetti
,
Lorenzo Busetto
,
Daniela Stroppiana
,
Gloria Bordogna
,
Mirco Boschetti
,
Pietro Alessandro Brivio
,
Monica Pepe
,
Massimo Antoninetti
,
Simone Sterlacchini
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Assessment of Water Management Changes in the Italian Rice Paddies from 2000 to 2016 Using Satellite Data: A Contribution to Agro-Ecological Studies
The intensive rice cultivation area in northwestern Italy hosts the largest surface of rice paddies in Europe, and it is valued as a …
Luigi Ranghetti
,
Elisa Cardarelli
,
Mirco Boschetti
,
Lorenzo Busetto
,
Mauro Fasola
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DOI
Effects of protection status, climate, and water management of rice felds on longterm population dynamics of herons and egrets in north-western Italy
The long-term population trends (1972-2015) of the herons and egrets breeding in NW Italy were analysed spatially and temporally in …
Simona Imperio
,
Luigi Ranghetti
,
Jost von Hardenberg
,
Antonello Provenzale
,
Eleonora Boncompagni
,
Mauro Fasola
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Earth Observation for agricultural monitoring
Agriculture has a key role in shaping the landscape and exploiting natural resources; sustainable agriculture aims at developing …
Daniela Stroppiana
,
Lorenzo Busetto
,
Monica Pepe
,
Alberto Crema
,
Gabriele Candiani
,
Luigi Ranghetti
,
Francesco Nutini
,
Mirco Boschetti
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Downstream Services for Rice Crop Monitoring in Europe: From Regional to Local Scale
The ERMES agromonitoring system for rice cultivations integrates EO data at different resolutions, crop models, and user-provided in …
L. Busetto
,
S. Casteleyn
,
C. Granell
,
M. Pepe
,
M. Barbieri
,
M. Campos-Taberner
,
R. Casa
,
F. Collivignarelli
,
R. Confalonieri
,
A. Crema
,
F.J. Garcia-Haro
,
L. Gatti
,
I.Z. Gitas
,
A. Gonzalez-Perez
,
G. Grau-Muedra
,
T. Guarneri
,
F. Holecz
,
D. Katsantonis
,
C. Minakou
,
I. Miralles
,
E. Movedi
,
F. Nutini
,
V. Pagani
,
A. Palombo
,
F.D. Paola
,
S. Pascucci
,
S. Pignatti
,
A. Rampini
,
L. Ranghetti
,
E. Ricciardelli
,
F. Romano
,
D.G. Stavrakoudis
,
D. Stroppiana
,
M. Viggiano
,
M. Boschetti
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DOI
Estimating inter-annual variability in winter wheat sowing dates from satellite time series in Camargue, France
Abstract Crop simulation models are commonly used to forecast the performance of cropping systems under different hypotheses of change. …
Giacinto Manfron
,
Sylvestre Delmotte
,
Lorenzo Busetto
,
Laure Hossard
,
Luigi Ranghetti
,
Pietro Alessandro Brivio
,
Mirco Boschetti
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DOI
MODIS time series contribution for the estimation of nutritional properties of alpine grassland
Despite the Normalised Difference Vegetation Index (NDVI) has been used to make predictions on forage quality, its relationship with …
Luigi Ranghetti
,
Bruno Bassano
,
Giuseppe Bogliani
,
Alberto Palmonari
,
Andrea Formigoni
,
Laura Stendardi
,
Achaz von Hardenberg
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DOI
MODIStsp: an R package for preprocessing of MODIS Land Products time series
MODIStsp is a new R package allowing automating the creation of raster time series derived from MODIS Land Products. It allows …
Lorenzo Busetto
,
Luigi Ranghetti
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DOI
Testing estimation of water surface in Italian rice district from MODIS satellite data
Recent changes in rice crop management within Northern Italy rice district led to a reduction of seeding in flooding condition, which …
Luigi Ranghetti
,
Lorenzo Busetto
,
Alberto Crema
,
Mauro Fasola
,
Elisa Cardarelli
,
Mirco Boschetti
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DOI
Stima di mappe di LAI su are risicole lombarde utilizzando immagini ad alta risoluzione e tecnologie smart
Nello studio di agro-ecosistemi la stima dell’indice di area fogliare (LAI) è fondamentale per ottenerne informazioni sulla …
Francesco Nutini
,
Mirco Boschetti
,
Luigi Ranghetti
,
Lorenzo Busetto
,
Riccardo Braggio
,
Carlo Franchino
,
Pietro Alessandro Brivio
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Stima delle variazioni della superficie allagata in risaia nel distretto lombardo-piemontese tramite dati MODIS per il periodo 2000-2014
In questo lavoro viene presentato un metodo di stima da dati MODIS delle superfici risicole allagate. La procedura per la calibrazione …
Luigi Ranghetti
,
Lorenzo Busetto
,
Alberto Crema
,
Mauro Fasola
,
Elisa Cardarelli
,
Mirco Boschetti
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Mappatura della coltivazione e monitoraggio della crescita di riso nel distretto agricolo di salonicco (Grecia) tramite l'utilizzo di dati SAR
I sensori SAR (Synthetic Aperture Radar) sono impiegati da tempo con successo in progetti di monitoraggio di ecosistemi naturali e …
Giacomo Fontanelli
,
Francesco Holecz
,
Francesco Collivignarelli
,
Luca Gatti
,
Massimo Barbieri
,
Dimitrios Katsantonis
,
Christos Dramalis
,
Argyris Kalaitzidis
,
Luigi Ranghetti
,
Lorenzo Busetto
,
Mirco Boschetti
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The recent decline of heron populations in Italy and the changes in rice cultivation practice
Breeding herons and egret have been monitored annually since 1972 throughout Northwestern Italy, over an area of 57,591 km2 with the …
Mauro Fasola
,
Elisa Cardarelli
,
Daniele Pellitteri-Rosa
,
Luigi Ranghetti
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Cambiamenti colturali delle risaie italiane e disponibilità trofica per gli Ardeidi
Le popolazioni di Ardeidi nidificanti nella zona di coltivazione intensiva del riso in Italia nord occidentale, dopo un notevole …
Elisa Cardarelli
,
Luigi Ranghetti
,
Cristina Grieco
,
Roberto Sindaco
,
Violetta Longoni
,
Giuseppe Bogliani
,
Mauro Fasola
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The Animal Locator: A new method for accurate and fast collection of animal locations for visible species
Ranging behaviour is one of the most important aspects of the life history of many species. Spatial distributions of individuals in the …
Cristian Pasquaretta
,
Giuseppe Bogliani
,
Luigi Ranghetti
,
Caterina Ferrari
,
Achaz von Hardenberg
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