Info
Machine Learning Techniques Applied to Geoscience Information System and Remote Sensing / Hyung-Sup Jung, Saro Lee
| Machine Learning Techniques Applied to Geoscience Information System and Remote Sensing / Hyung-Sup Jung, Saro Lee |
| Autore | Jung Hyung-Sup |
| Pubbl/distr/stampa | MDPI - Multidisciplinary Digital Publishing Institute, 2019 |
| Descrizione fisica | 1 electronic resource (438 p.) |
| Soggetto topico | Pharmaceutical chemistry and technology |
| 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 |
9783039212163
3039212168 |
| Formato | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910367564103321 |
Jung Hyung-Sup
|
||
| MDPI - Multidisciplinary Digital Publishing Institute, 2019 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Remote Sensing of Biophysical Parameters
| Remote Sensing of Biophysical Parameters |
| Autore | García-Haro Francisco Javier |
| Descrizione fisica | 1 online resource (274 p.) |
| Soggetto topico | Research & information: general |
| Soggetto non controllato |
6SV
active learning agriculture airborne laser scanning (ALS) artificial neural networks ASD Field Spec biophysical parameters (LAI burn severity canopy chlorophyll content canopy loss canopy water content CCC climate data records (CDR) clumping index (CI) Discrete Anisotropic Radiative Transfer (DART) model EnMAP equivalent water thickness FAPAR FAPAR) fluorescence forest fraction of photosynthetically active radiation absorbed by vegetation (FPAR) FVC GPR hyperspectral in vivo INFORM invasive vegetation LAI Landsat 8 LaSRC LCC lead ions leaf area index leaf area index (LAI) LEDAPS machine learning meteosat second generation (MSG) Moderate Resolution Imaging Spectroradiometer (MODIS) MODIS multispectral sensor NDVI PROSAIL rapeseed crop remote sensing indices riparian SAIL Satellite Application Facility for Land Surface Analysis (LSA SAF) Sentinel-2 SEVIRI site-specific farming soil albedo spaceborne laser scanning (SLS) spectrometry spectroscopy SREM stochastic spectral mixture model (SSMM) surface reflectance terrestrial laser scanning (TLS) the fraction of radiation absorbed by photosynthetic components (FAPARgreen) three-dimensional radiative transfer model (3D RTM) triple-source uncertainty assessment unmanned aircraft vehicle vegetation indices vegetation radiative transfer model vertical foliage profile (VFP) wildfire woody area index (WAI) |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910595067603321 |
|
García-Haro Francisco Javier
|
||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Remote Sensing of Leaf Area Index (LAI) and Other Vegetation Parameters / Hongliang Fang, Juanma Lopez Sanchez, Francisco Javier García-Haro
| Remote Sensing of Leaf Area Index (LAI) and Other Vegetation Parameters / Hongliang Fang, Juanma Lopez Sanchez, Francisco Javier García-Haro |
| Autore | Fang Hongliang |
| 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 |
9783039212408
3039212400 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910367563203321 |
|
Fang Hongliang
|
||
| MDPI - Multidisciplinary Digital Publishing Institute, 2019 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
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 online resource (708 p.) |
| Soggetto topico |
Biology, life sciences
Research and information: general Technology, Engineering, Agriculture, Industrial processes |
| Soggetto non controllato |
abiotic stress
abiotic stresses aeroponics alfalfa brown juice alfalfa hydrolysate algal polysaccharide AM fungi AMF associated bacteria amino acids anti-nutritional substances antioxidant activity antioxidant capacity antioxidants arbuscular mycorrhiza arbuscular mycorrhizal fungi arbuscular mycorrhizal symbiosis Ascophyllum nodosum ascorbic acid Azotobacter Bacillus subtilis Bacillus thuringiensis bean bio-fertilizer biocontrol biofertilization biofertilizers biological activity biological index fertility biostimulant biostimulants Biostimulants biostimulation Capsicum annuum carbon metabolism carotenoids chitosan chlorophyll pigments common bean corn cover crop crocin Crocus sativus Crocus sativus L. CROPWAT model deproteinized leaf juice eco-friendly practices environmental stress Euglena gracilis fat fermentation fertilizer fibre flavonoids foliar spray Fragaria x ananassa fruit quality functional quality Funneliformis mosseae gene expression gibberellins glasshouse Glomus spp growth growth enhancement growth parameters heterostyly histological changes humic acid humic acids humic substances imaging indole-3-acetic acid (IAA) indole-3-butyric acid (IBA) industrial crops isotope isotopic labeling Jew's Mallow L-glycine L-methionine L-tryptophan lactic acid bacteria Lactuca sativa L. Lactuca sativa L. var. longifolia leaf area index (LAI) leaf quality legume-derived protein hydrolysate lettuce lignohumate lignosulfonate lycopene macroalgae maize Maize Mater-Bi® melatonin Mentha longifolia microalgae microbial biostimulant microbiome microelements fertilization (Ti, Si, B, Mo, Zn) microorganism consortium mineral composition mineral profile morphotype mycorrhizal inoculants mycorrhizosphere N fertilization N organic fertilizer next generation sequencing nitrate nitrogen nitrogen metabolism nitrogen use efficiency nitrogenase activity non-microbial biostimulant nutraceutical potential nutrient use efficiency nutrients organic acids organic farming ornamental plants Paraburkholderia phytofirmans PGPB PGPR phenolic compounds phenolics phenols phenomics phosphate-solubilizing bacteria phosphate-solubilizing microorganisms photosynthesis physiological mechanism physiological mechanisms phytomelatonin phytoparasitic nematodes picrocrocin plant biostimulant plant growth promoting rhizobacteria plant growth promotion plant growth-promoting bacteria plant nutrition plant phenotyping plant protector plant stress plants biostimulants pod quality pollination efficiency polyphenols probiotics propagation protected cultivation protein protein hydrolysate protein hydrolysates proteins Pterocladia capillacea Rhizophagus intraradices root root morphology traits row crops safranal seaweed extract seaweed extracts seed coating seed quality Septoria siderophore production silicon soil enzymatic activity soil inoculant Soil Plant Analysis Development (SPAD) index soilless conditions Solanum lycopersicum L. Solanum melongena soybean SPAD index specific leaf area (SLA) Spinacia oleracea L. stem cuttings strain-specific primer Streptomyces stress substrate sugars suppressiveness sustainable agriculture sustainable management sweet basil thyme essential oil tocopherols tomato total ascorbic acid total sugars tracking Trichoderma tropical plant extract tuber yield turfgrass ultrasound-assisted water Valerianella locusta L. vegetables vermicompost water deficit water stress wheat yield yielding Zea mays L zinc β-glucan |
| 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 |
|
Rouphael Youssef
|
||
| Basel, Switzerland, : MDPI - Multidisciplinary Digital Publishing Institute, 2021 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||