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Machine Learning Techniques Applied to Geoscience Information System and Remote Sensing
| Machine Learning Techniques Applied to Geoscience Information System and Remote Sensing |
| Autore | Lee Saro |
| Pubbl/distr/stampa | MDPI - Multidisciplinary Digital Publishing Institute, 2019 |
| Descrizione fisica | 1 electronic resource (438 p.) |
| Soggetto non controllato |
artificial neural network
model switching sensitivity analysis neural networks logit boost Qaidam Basin land subsidence land use/land cover (LULC) naïve Bayes multilayer perceptron convolutional neural networks single-class data descriptors logistic regression feature selection mapping particulate matter 10 (PM10) Bayes net gray-level co-occurrence matrix multi-scale Logistic Model Trees classification Panax notoginseng large scene coarse particle grayscale aerial image Gaofen-2 environmental variables variable selection spatial predictive models weights of evidence landslide prediction random forest boosted regression tree convolutional network Vietnam model validation colorization data mining techniques spatial predictions SCAI unmanned aerial vehicle high-resolution texture spatial sparse recovery landslide susceptibility map machine learning reproducible research constrained spatial smoothing support vector machine random forest regression model assessment information gain ALS point cloud bagging ensemble one-class classifiers leaf area index (LAI) landslide susceptibility landsat image ionospheric delay constraints spatial spline regression remote sensing image segmentation panchromatic Sentinel-2 remote sensing optical remote sensing materia medica resource GIS precise weighting change detection TRMM traffic CO crop training sample size convergence time object detection gully erosion deep learning classification-based learning transfer learning landslide traffic CO prediction hybrid model winter wheat spatial distribution logistic alternating direction method of multipliers hybrid structure convolutional neural networks geoherb predictive accuracy real-time precise point positioning spectral bands |
| ISBN | 3-03921-216-8 |
| Formato | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910367564103321 |
Lee Saro
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| MDPI - Multidisciplinary Digital Publishing Institute, 2019 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Remote Sensing of Biophysical Parameters
| Remote Sensing of Biophysical Parameters |
| Autore | García-Haro Francisco Javier |
| Pubbl/distr/stampa | Basel, : MDPI Books, 2022 |
| Descrizione fisica | 1 electronic resource (274 p.) |
| Soggetto topico | Research & information: general |
| Soggetto non controllato |
hyperspectral
spectroscopy equivalent water thickness canopy water content agriculture EnMAP LAI LCC FAPAR FVC CCC PROSAIL GPR machine learning active learning Landsat 8 surface reflectance LEDAPS LaSRC 6SV SREM NDVI artificial neural networks canopy chlorophyll content INFORM leaf area index SAIL fluorescence in vivo spectrometry ASD Field Spec lead ions remote sensing indices meteosat second generation (MSG) biophysical parameters (LAI FAPAR) SEVIRI climate data records (CDR) stochastic spectral mixture model (SSMM) Satellite Application Facility for Land Surface Analysis (LSA SAF) the fraction of radiation absorbed by photosynthetic components (FAPARgreen) triple-source leaf area index (LAI) woody area index (WAI) clumping index (CI) Moderate Resolution Imaging Spectroradiometer (MODIS) soil albedo unmanned aircraft vehicle multispectral sensor vegetation indices rapeseed crop site-specific farming Sentinel-2 forest vegetation radiative transfer model Discrete Anisotropic Radiative Transfer (DART) model MODIS fraction of photosynthetically active radiation absorbed by vegetation (FPAR) three-dimensional radiative transfer model (3D RTM) uncertainty assessment vertical foliage profile (VFP) terrestrial laser scanning (TLS) airborne laser scanning (ALS) spaceborne laser scanning (SLS) riparian invasive vegetation burn severity canopy loss wildfire |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910595067603321 |
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García-Haro Francisco Javier
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| Basel, : MDPI Books, 2022 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Remote Sensing of Leaf Area Index (LAI) and Other Vegetation Parameters
| Remote Sensing of Leaf Area Index (LAI) and Other Vegetation Parameters |
| Autore | Sanchez Juanma Lopez |
| Pubbl/distr/stampa | MDPI - Multidisciplinary Digital Publishing Institute, 2019 |
| Descrizione fisica | 1 electronic resource (334 p.) |
| Soggetto non controllato |
artificial neural network
downscaling simulation 3D point cloud European beech consistency adaptive threshold evaluation photosynthesis geographic information system P-band PolInSAR validation density-based clustering structure from motion (SfM) EPIC Tanzania signal attenuation trunk canopy closure REDD+ unmanned aerial vehicle (UAV) forest recursive feature elimination Fraction of Photosynthetically Active Radiation absorbed by vegetation (FPAR) aboveground biomass random forest uncertainty household survey spectral information forests biomass root biomass biomass unmanned aerial vehicle Brazilian Amazon VIIRS global positioning system LAI photochemical reflectance index (PRI) allometric scaling and resource limitation R690/R630 modelling aboveground biomass leaf area index forest degradation spectral analyses terrestrial laser scanning BAAPA leaf area index (LAI) stem volume estimation tomographic profiles polarization coherence tomography (PCT) canopy gap fraction automated classification HemiView remote sensing multisource remote sensing Pléiades imagery photogrammetric point cloud farm types terrestrial LiDAR altitude RapidEye forest aboveground biomass recovery southern U.S. forests NDVI machine-learning conifer forest satellite chlorophyll fluorescence (ChlF) tree heights phenology point cloud local maxima clumping index MODIS digital aerial photograph Mediterranean hemispherical sky-oriented photo managed temperate coniferous forests fixed tree window size drought GLAS smartphone-based method forest above ground biomass (AGB) forest inventory over and understory cover sampling design |
| ISBN | 3-03921-240-0 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Altri titoli varianti | Remote Sensing of Leaf Area Index |
| Record Nr. | UNINA-9910367563203321 |
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Sanchez Juanma Lopez
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| MDPI - Multidisciplinary Digital Publishing Institute, 2019 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Toward a Sustainable Agriculture Through Plant Biostimulants : From Experimental Data to Practical Applications
| Toward a Sustainable Agriculture Through Plant Biostimulants : From Experimental Data to Practical Applications |
| Autore | Rouphael Youssef |
| Pubbl/distr/stampa | Basel, Switzerland, : MDPI - Multidisciplinary Digital Publishing Institute, 2021 |
| Descrizione fisica | 1 electronic resource (708 p.) |
| Soggetto topico |
Research & information: general
Biology, life sciences Technology, engineering, agriculture |
| Soggetto non controllato |
Crocus sativus L.
biofertilization arbuscular mycorrhizal fungi antioxidant activity crocin picrocrocin polyphenols safranal Maize biostimulant root stress growth gene expression stem cuttings propagation root morphology traits indole-3-acetic acid (IAA) indole-3-butyric acid (IBA) gibberellins phenolic compounds nutrients nutraceutical potential soybean yield N organic fertilizer seaweed extract mycorrhizal inoculants phosphate-solubilizing microorganisms biofertilizers microorganism consortium biostimulants Crocus sativus Funneliformis mosseae glasshouse protected cultivation Rhizophagus intraradices substrate L-methionine L-tryptophan L-glycine lettuce nitrogen plant biostimulant environmental stress vegetables fruit quality plants biostimulants yielding Biostimulants Euglena gracilis algal polysaccharide β-glucan water stress tomato aeroponics Zea mays L lignohumate lignosulfonate biological activity nitrogen metabolism carbon metabolism proteins phenolics sugars Ascophyllum nodosum Solanum melongena heterostyly pollination efficiency soilless conditions abiotic stress alfalfa hydrolysate chitosan zinc ascorbic acid Fragaria x ananassa functional quality lycopene organic farming protein hydrolysate Solanum lycopersicum L. tropical plant extract fertilizer melatonin phytomelatonin plant protector plant stress Lactuca sativa L. legume-derived protein hydrolysate nitrate Septoria wheat Paraburkholderia phytofirmans thyme essential oil isotope phytoparasitic nematodes suppressiveness sustainable management anti-nutritional substances fat fibre morphotype protein corn imaging industrial crops maize next generation sequencing phenomics plant phenotyping row crops Bacillus subtilis carotenoids probiotics PGPR Mentha longifolia humic acid antioxidants arbuscular mycorrhizal symbiosis mycorrhizosphere AMF associated bacteria plant growth-promoting bacteria phosphate-solubilizing bacteria siderophore production soil enzymatic activity biological index fertility nitrogenase activity microelements fertilization (Ti, Si, B, Mo, Zn) seed coating cover crop vermicompost growth enhancement AM fungi PGPB water deficit common bean Glomus spp organic acids pod quality seaweed extracts seed quality tocopherols total sugars bean amino acids phenols flavonoids microbial biostimulant non-microbial biostimulant Lactuca sativa L. var. longifolia mineral profile physiological mechanism photosynthesis biocontrol plant growth promotion soil inoculant Trichoderma Azotobacter Streptomyces deproteinized leaf juice fermentation lactic acid bacteria plant nutrition antioxidant capacity ornamental plants N fertilization nitrogen use efficiency leaf quality Spinacia oleracea L. sustainable agriculture Valerianella locusta L. isotopic labeling turfgrass humic acids leaf area index (LAI) specific leaf area (SLA) Soil Plant Analysis Development (SPAD) index tuber yield ultrasound-assisted water foliar spray Pterocladia capillacea bio-fertilizer growth parameters Jew’s Mallow CROPWAT model eco-friendly practices total ascorbic acid Mater-Bi® mineral composition SPAD index Bacillus thuringiensis Capsicum annuum microbiome strain-specific primer tracking sweet basil alfalfa brown juice biostimulation chlorophyll pigments histological changes humic substances protein hydrolysates silicon arbuscular mycorrhiza plant growth promoting rhizobacteria macroalgae microalgae abiotic stresses nutrient use efficiency physiological mechanisms |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Altri titoli varianti | Toward a Sustainable Agriculture Through Plant Biostimulants |
| Record Nr. | UNINA-9910557546703321 |
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Rouphael Youssef
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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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