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Advances in Near Infrared Spectroscopy and Related Computational Methods
| Advances in Near Infrared Spectroscopy and Related Computational Methods |
| Autore | Bec Krzysztof B |
| Pubbl/distr/stampa | MDPI - Multidisciplinary Digital Publishing Institute, 2020 |
| Descrizione fisica | 1 online resource (496 p.) |
| Soggetto topico | Chemistry |
| Soggetto non controllato |
accelerated aging
adulteration affine invariance agriculture analytical spectroscopy anharmonic calculation anharmonic quantum mechanical calculations animal origin antimalarial tablets API aquaphotomics artemether auxiliary diagnosis binary dragonfly algorithm bioanalytical applications biodiagnosis biomeasurements biomonitoring blackberries bone cancer bootstrapping soft shrinkage BRAF V600E mutation brain calibration transfer carotenoids cellular imaging cheese chemometric techniques chemometrics chemotherapy Chrysanthemum classification clinical classifications colorectal cancer combination bands combinations bands corn seed counter propagation artificial neural network counterfeit and substandard pharmaceuticals crude drugs data fusion deep convolutional neural network deparaffinized detection DFT calculations di-(2-picolyl)amine direct model transferability discriminant analysis DNA dry matter ensemble learning ethanol Ewing sarcoma extra virgin olive oil fat fluorescent probes Folin-Ciocalteu Fourier transform infrared spectroscopy Fourier transform mid-infrared spectroscopy Fourier-transform near-infrared spectroscopy freeze-damaged fructose FT-IR FT-NIR spectroscopy FTIR FTIR spectroscopy geographical origin glucose handheld near-infrared spectroscopy hier-SVM hyperspectral image hyperspectral image processing hyperspectral imaging hyperspectral imaging technology image processing imaging imaging visualization isotopic substitution late preterm light living cells lumefantrine maize kernel melamine MicroNIR™ moisture multivariate calibration multivariate data analysis n/a near infrared near infrared spectroscopy near-infrared (NIR) spectroscopy near-infrared fluorescence near-infrared hyperspectral imaging near-infrared spectroscopy NIR NIR spectroscopy NIRS non-destructive sensor nutritional parameters object-wise origin traceability osteopathy overtones paraffin-embedded Paris polyphylla var. yunnanensis partial least square regression partial least squares partial least squares (PLS) partial least squares calibration pasta/sauce blends perfusion measurements perturbation phenolics photonics phytoextraction pixel-wise PLS PLS-DA PLS-R PLSR pocket-sized spectrometer precision viticulture prepared slices principal component analysis proximal sensing quantitative analysis model quantitative analysis modeling quantum chemical calculation raisins Raman spectroscopy rapid identification rice seeds RMSEP Rubus fructicosus SCiO seeds vitality SIMCA spectral imaging spectroscopy splanchnic stained standard germination tests support vector machine support vector machine model support vector machine-discriminant analysis SVM test set validation tissue total hydroxycinnamic derivatives TreeBagger Trichosanthis Fructus ultra-high performance liquid chromatography variety discrimination VIS/NIR hyperspectral imaging Vitis vinifera L. water water-mirror approach wavelength selection Zn(II) |
| ISBN | 3-03928-053-8 |
| Formato | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910372786503321 |
Bec Krzysztof B
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| MDPI - Multidisciplinary Digital Publishing Institute, 2020 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Hyperspectral Remote Sensing of Agriculture and Vegetation
| Hyperspectral Remote Sensing of Agriculture and Vegetation |
| Autore | Pascucci Simone |
| Pubbl/distr/stampa | Basel, Switzerland, : MDPI - Multidisciplinary Digital Publishing Institute, 2021 |
| Descrizione fisica | 1 online resource (266 p.) |
| Soggetto topico |
Environmental economics
Research & information: general |
| Soggetto non controllato |
abaxial
adaxial analytical methods AOTF artificial intelligence biodiversity BRDF canopy spectra chlorophyll content classification classification of agricultural features continuous wavelet transform (CWT) correlation coefficient crop properties discrimination DLARI Eragrostis tef Ethiopia expansive species feature selection field spectroscopy future hyperspectral missions grapevine heavy metals high-resolution spectroscopy for agricultural soils and vegetation hyperspectral hyperspectral data as input for modelling soil, crop, and vegetation hyperspectral databases for agricultural soils and vegetation hyperspectral imaging hyperspectral imaging for vegetation hyperspectral LiDAR hyperspectral remote sensing hyperspectral remote sensing for soil and crops in agriculture invasive species leaf chlorophyll content macronutrient MDATT micronutrient MLR multi-angle observation Natura 2000 new hyperspectral technologies object-oriented segmentation partial least square regression (PLSR) partial least squares peanut plant plant traits platforms and sensors PLS precision agriculture product validation proximal sensing data proximal sensor random forest Red Edge remote sensing replicability reproducibility soil characteristics spectra spectral reflectance spectroscopy support vector machine SVM vegetation vegetation classification vegetation parameters waveband selection |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910557691803321 |
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Pascucci Simone
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| Basel, Switzerland, : MDPI - Multidisciplinary Digital Publishing Institute, 2021 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Remote Sensing for Precision Nitrogen Management
| Remote Sensing for Precision Nitrogen Management |
| Autore | Miao Yuxin |
| Pubbl/distr/stampa | Basel, : MDPI - Multidisciplinary Digital Publishing Institute, 2022 |
| Descrizione fisica | 1 electronic resource (602 p.) |
| Soggetto topico |
Technology: general issues
History of engineering & technology Environmental science, engineering & technology |
| Soggetto non controllato |
UAS
multiple sensors vegetation index leaf nitrogen accumulation plant nitrogen accumulation pasture quality airborne hyperspectral imaging random forest regression sun-induced chlorophyll fluorescence (SIF) SIF yield indices upward downward leaf nitrogen concentration (LNC) wheat (Triticum aestivum L.) laser-induced fluorescence leaf nitrogen concentration back-propagation neural network principal component analysis fluorescence characteristics canopy nitrogen density radiative transfer model hyperspectral winter wheat flooded rice pig slurry aerial remote sensing vegetation indices N recommendation approach Mediterranean conditions nitrogen vertical distribution plant geometry remote sensing maize UAV multispectral imagery LNC non-parametric regression red-edge NDRE dynamic change model sigmoid curve grain yield prediction leaf chlorophyll content red-edge reflectance spectral index precision N fertilization chlorophyll meter NDVI NNI canopy reflectance sensing N mineralization farmyard manures Triticum aestivum discrete wavelet transform partial least squares hyper-spectra rice nitrogen management reflectance index multiple variable linear regression Lasso model Multiplex®3 sensor nitrogen balance index nitrogen nutrition index nitrogen status diagnosis precision nitrogen management terrestrial laser scanning spectrometer plant height biomass nitrogen concentration precision agriculture unmanned aerial vehicle (UAV) digital camera leaf chlorophyll concentration portable chlorophyll meter crop PROSPECT-D sensitivity analysis UAV multispectral imagery spectral vegetation indices machine learning plant nutrition canopy spectrum non-destructive nitrogen status diagnosis drone multispectral camera SPAD smartphone photography fixed-wing UAV remote sensing random forest canopy reflectance crop N status Capsicum annuum proximal optical sensors Dualex sensor leaf position proximal sensing cross-validation feature selection hyperparameter tuning image processing image segmentation nitrogen fertilizer recommendation supervised regression RapidSCAN sensor nitrogen recommendation algorithm in-season nitrogen management nitrogen use efficiency yield potential yield responsiveness standard normal variate (SNV) continuous wavelet transform (CWT) wavelet features optimization competitive adaptive reweighted sampling (CARS) partial least square (PLS) grapevine hyperparameter optimization multispectral imaging precision viticulture RGB multispectral coverage adjusted spectral index vegetation coverage random frog algorithm active canopy sensing integrated sensing system discrete NIR spectral band data soil total nitrogen concentration moisture absorption correction index particle size correction index coupled elimination |
| ISBN | 3-0365-5710-5 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910637794503321 |
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Miao Yuxin
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| Basel, : MDPI - Multidisciplinary Digital Publishing Institute, 2022 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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