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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 Analysis of Geologic Hazards
| Remote Sensing Analysis of Geologic Hazards |
| Autore | Giordan Daniele |
| Pubbl/distr/stampa | Basel, : MDPI - Multidisciplinary Digital Publishing Institute, 2022 |
| Descrizione fisica | 1 electronic resource (254 p.) |
| Soggetto topico |
Research & information: general
Geography |
| Soggetto non controllato |
multi-temporal interferometry
mining salt dissolution MTInSAR sinkholes digital image correlation template matching natural hazards surface deformations optical remote sensing time-lapse camera 3D point cloud voxels supervoxels rock slope management classification knowledge extraction semantics object-oriented change detection Fengfeng mine mining deformation monitoring MSBAS multiplatform SAR data dense vegetation threshold landslide early warning system velocity water level GNSS lava volcanoes PlanetScope object-based image analysis SAR interferometry slope instability ground stability monitoring Sentinel-1 COSMO-SkyMed time series analysis rainfall-triggered landslides tropics statistical analysis CHIRPS multi-temporal image composite Jølster landslide database Sentinel-2 Google Earth Engine NDVI glacial landscape evolution characteristics state of activity earthquake rainfall the Bailong River basin |
| ISBN | 3-0365-5700-8 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910637780703321 |
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Giordan Daniele
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| Basel, : MDPI - Multidisciplinary Digital Publishing Institute, 2022 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Remote Sensing of Snow and Its Applications
| Remote Sensing of Snow and Its Applications |
| Autore | Nadir Arslan Ali |
| Pubbl/distr/stampa | Basel, Switzerland, : MDPI - Multidisciplinary Digital Publishing Institute, 2021 |
| Descrizione fisica | 1 electronic resource (190 p.) |
| Soggetto topico | Research & information: general |
| Soggetto non controllato |
near-infrared reflectance
specific surface area spectrometer snow microstructure aerodynamic roughness length terrestrial lidar snow surface topography wind profile snow energy balance snow accumulation snow cover snow depletion curve MODIS data assimilation land surface model COST Action ES1404 HarmoSnow snow measurements snow models remote sensing snow SWE LWC run-off modelling hydropower application GNSS EO snow cover duration persistent and intermittent snow optical remote sensing northern Mongolia SAR transient snowline annual AAR mass balance Rofental glaciers fractional snow cover terrestrial photography cold regions Sentinel-2 H-SAF webcam photography snow parameters spatial and temporal variability of snow snow hydrology integration of remote sensing with models (hydrological land surface meteorological and climate) |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910557748203321 |
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Nadir Arslan Ali
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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 of the Aquatic Environments
| Remote Sensing of the Aquatic Environments |
| Autore | Carolis Giacomo De |
| Pubbl/distr/stampa | Basel, Switzerland, : MDPI - Multidisciplinary Digital Publishing Institute, 2021 |
| Descrizione fisica | 1 electronic resource (292 p.) |
| Soggetto topico |
Research & information: general
Geography |
| Soggetto non controllato |
polymer optical fibers
ammonia detection optical fiber coating aquaculture French Alps optical remote sensing multitemporal linear spectral unmixing NDVI drought Rana temporaria ecohydrology mountain temporary pools Lake Tana water hyacinth waterbody temperature turbidity lake level Planetscope remote sensing sensors ocean color sediment turbid water chlorophyll geostationary satellite aquaculture ponds extraction inland lake self-attention Ulva Sentinel-2 satellite algal bloom coral reefs Pacific lagoons HAB multi-source remote sensing MODIS Landsat sentinel Chaohu Lake ecological status class of lakes European Union Water Framework Directive (2000/60/EC) water quality parameters water level Sentinel-3 Cryosat-2 shallow lakes synergy altimetry data optical data CDOM absorbance spectroscopic indices DOC Arctic shelf seas estuarial and coastal areas drone applications surface water groundwater photogrammetry optical sensing thermal infrared deep learning convolutional neural network chlorophyll-a hydrodynamic model empirical models multiple regression Paldang Reservoir SAR Doppler Centroid Anomaly inland waters physical limnology hydrodynamics |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910557720403321 |
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Carolis Giacomo De
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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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Systematic Approach to Agroforestry Policies and Practices in Asia
| Systematic Approach to Agroforestry Policies and Practices in Asia |
| Autore | Park Mi Sun |
| Pubbl/distr/stampa | Basel, : MDPI - Multidisciplinary Digital Publishing Institute, 2022 |
| Descrizione fisica | 1 electronic resource (220 p.) |
| Soggetto topico | Agriculture & related industries |
| Soggetto non controllato |
agroforestry
ecosystem services Asia-Pacific region systematic map agroforestry practices adoption determinants smallholder farmers Nepal bamboo handicraft bamboo income generation Laos sustainability value chain approach South Asia climate change mitigation adaptation policy REDD+ national determined contributions climate neutrality agroforestry systems Chure conservation livelihood community forestry agro-forest management interpretive structural modelling regional autonomy social forestry adoption perception behavioural controls ethnic minorities Viet Nam wild-simulated ginseng systematic review keyword analysis topic modelling non-timber forest products (NTFPs) land restoration carbon sequestration system adoption traditional homegardens agroforestry system biodiversity and carbon optical remote sensing food security resilience Timor-Leste Asia landscape restoration |
| ISBN | 3-0365-5679-6 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910639993003321 |
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Park Mi Sun
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| Basel, : MDPI - Multidisciplinary Digital Publishing Institute, 2022 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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