Search Results - "Boschetti, Mirco"

“sen2r”: An R toolbox for automatically downloading and preprocessing Sentinel-2 satellite data by Ranghetti, Luigi, Boschetti, Mirco, Nutini, Francesco, Busetto, Lorenzo

“…sen2r is a scalable and flexible R package to enable downloading and preprocessing of Sentinel-2 satellite imagery via an accessible and easy to install…”
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Estimation of crop angle of inclination for lodged wheat using multi-sensor SAR data by Chauhan, Sugandh, Darvishzadeh, Roshanak, Boschetti, Mirco, Nelson, Andrew

“…Lodging - the bending of crop stems - reduces the quantity and quality of cereal crop yields. Early quantification of crop lodging is important to prevent…”
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Comparative analysis of normalised difference spectral indices derived from MODIS for detecting surface water in flooded rice cropping systems by Boschetti, Mirco, Nutini, Francesco, Manfron, Giacinto, Brivio, Pietro Alessandro, Nelson, Andrew

“…Identifying managed flooding in paddy fields is commonly used in remote sensing to detect rice. Such flooding, followed by rapid vegetation growth, is a…”
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Deep Object Detection of Crop Weeds: Performance of YOLOv7 on a Real Case Dataset from UAV Images by Gallo, Ignazio, Rehman, Anwar Ur, Dehkordi, Ramin Heidarian, Landro, Nicola, La Grassa, Riccardo, Boschetti, Mirco

“…Weeds are a crucial threat to agriculture, and in order to preserve crop productivity, spreading agrochemicals is a common practice with a potential negative…”
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Advanced methods of plant disease detection. A review by Martinelli, Federico, Scalenghe, Riccardo, Davino, Salvatore, Panno, Stefano, Scuderi, Giuseppe, Ruisi, Paolo, Villa, Paolo, Stroppiana, Daniela, Boschetti, Mirco, Goulart, Luiz R, Davis, Cristina E, Dandekar, Abhaya M

“…Plant diseases are responsible for major economic losses in the agricultural industry worldwide. Monitoring plant health and detecting pathogen early are…”
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Detection and Classification of Non-Photosynthetic Vegetation from PRISMA Hyperspectral Data in Croplands by Pepe, Monica, Pompilio, Loredana, Gioli, Beniamino, Busetto, Lorenzo, Boschetti, Mirco

“…This study introduces a first assessment of the capabilities of PRISMA (PRecursore IperSpettrale della Missione Applicativa)—the new hyperspectral satellite…”
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Towards an automated approach to map flooded areas from Sentinel-2 MSI data and soft integration of water spectral features by Goffi, Alessia, Stroppiana, Daniela, Brivio, Pietro Alessandro, Bordogna, Gloria, Boschetti, Mirco

“…•Spectral features (SIs, H/V) from Sentinel-2 data were used to map standing water.•Fuzzy membership functions calibrated over a wide range of water…”
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Updated trends of water management practice in the Italian rice paddies from remotely sensed imagery by Ranghetti, Luigi, Boschetti, Mirco

“…The rice growing district in northwestern Italy, where paddies were traditionally flooded throughout spring, was interested by a general decrease of standing…”
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RICA: A rice crop calendar for Asia based on MODIS multi year data by Mishra, Bhogendra, Busetto, Lorenzo, Boschetti, Mirco, Laborte, Alice, Nelson, Andrew

“…[Display omitted] •Development and validation of a remote-sensing based rice crop calendar for Asia.•Start and end of season dates are estimated for…”
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Self-Supervised Convolutional Neural Network Learning in a Hybrid Approach Framework to Estimate Chlorophyll and Nitrogen Content of Maize from Hyperspectral Images by Gallo, Ignazio, Boschetti, Mirco, Rehman, Anwar Ur, Candiani, Gabriele

“…The new generation of available (i.e., PRISMA, ENMAP, DESIS) and future (i.e., ESA-CHIME, NASA-SBG) spaceborne hyperspectral missions provide unprecedented…”
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Influence of Soil Properties on Maize and Wheat Nitrogen Status Assessment from Sentinel-2 Data by Crema, Alberto, Boschetti, Mirco, Nutini, Francesco, Cillis, Donato, Casa, Raffaele

“…Soil properties variability is a factor that greatly influences cereals crops production and interacts with a proper assessment of crop nutritional status,…”
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Nitrogen Status Assessment for Variable Rate Fertilization in Maize through Hyperspectral Imagery by Cilia, Chiara, Panigada, Cinzia, Rossini, Micol, Meroni, Michele, Busetto, Lorenzo, Amaducci, Stefano, Boschetti, Mirco, Picchi, Valentina, Colombo, Roberto

“…This paper presents a method for mapping the nitrogen (N) status in a maize field using hyperspectral remote sensing imagery. An airborne survey was conducted…”
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Multi-Scale Evaluation of Drone-Based Multispectral Surface Reflectance and Vegetation Indices in Operational Conditions by Fawcett, Dominic, Panigada, Cinzia, Tagliabue, Giulia, Boschetti, Mirco, Celesti, Marco, Evdokimov, Anton, Biriukova, Khelvi, Colombo, Roberto, Miglietta, Franco, Rascher, Uwe, Anderson, Karen

“…Compact multi-spectral sensors that can be mounted on lightweight drones are now widely available and applied within the geo- and environmental sciences…”
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Mapping spatial distribution of crop residues using PRISMA satellite imaging spectroscopy by Pepe, Monica, Pompilio, Loredana, Ranghetti, Luigi, Nutini, Francesco, Boschetti, Mirco

“…Non-photosynthetic vegetation (NPV) plays a key role in soil conservation, which in turn is important in sustainable agriculture and carbon farming. For…”
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Plant nitrogen concentration in paddy rice from field canopy hyperspectral radiometry by Stroppiana, Daniela, Boschetti, Mirco, Brivio, Pietro Alessandro, Bocchi, Stefano

“…In the context of precision farming, quantitative information on plant nitrogen concentration (PNC) is necessary to apply variable rate technologies of…”
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Sentinel-2 estimation of CNC and LAI in rice cropping system through hybrid approach modelling by Rossi, Marta, Candiani, Gabriele, Nutini, Francesco, Gianinetto, Marco, Boschetti, Mirco

“…Earth observation techniques represent a reliable and faster alternative to in-situ measurements by providing spatio-temporal information on crop status. In…”
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Statistical characterization and exploitation of Synthetic Aperture radar vegetation indexes for the generation of Leaf area Index time series by Mastro, Pietro, Peppo, Margherita De, Crema, Alberto, Boschetti, Mirco, Pepe, Antonio

“…•LAI time series.•Critical analysis of SAR vegetation indices' PDFs and Gaussian transformation.•A refined MOGP method using different SAR indices and…”
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Supporting operational site‐specific fertilization in rice cropping systems with infield smartphone measurements and Sentinel-2 observations by Nutini, Francesco, Confalonieri, Roberto, Paleari, Livia, Pepe, Monica, Criscuolo, Laura, Porta, Francesco, Ranghetti, Luigi, Busetto, Lorenzo, Boschetti, Mirco

“…Due to the low efficiency of nitrogen fertilizers in flooded rice paddies, there is a rising demand for tools able to detect crop nitrogen status in space and…”
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Evaluation of Hybrid Models to Estimate Chlorophyll and Nitrogen Content of Maize Crops in the Framework of the Future CHIME Mission by Candiani, Gabriele, Tagliabue, Giulia, Panigada, Cinzia, Verrelst, Jochem, Picchi, Valentina, Caicedo, Juan Pablo Rivera, Boschetti, Mirco

“…In the next few years, the new Copernicus Hyperspectral Imaging Mission (CHIME) is foreseen to be launched by the European Space Agency (ESA). This missions…”
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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 by Ranghetti, Luigi, Cardarelli, Elisa, Boschetti, Mirco, Busetto, Lorenzo, Fasola, Mauro

“…The intensive rice cultivation area in northwestern Italy hosts the largest surface of rice paddies in Europe, and it is valued as a substantial habitat for…”
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