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
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| MDPI - Multidisciplinary Digital Publishing Institute, 2019 | ||
| 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 |
Giordan Daniele
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| Basel, : MDPI - Multidisciplinary Digital Publishing Institute, 2022 | ||
| 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 online resource (190 p.) |
| Soggetto topico | Research and information: general |
| Soggetto non controllato |
aerodynamic roughness length
annual AAR cold regions COST Action ES1404 data assimilation EO fractional snow cover GNSS H-SAF HarmoSnow hydropower application integration of remote sensing with models (hydrological land surface land surface model LWC mass balance meteorological and climate) MODIS near-infrared reflectance northern Mongolia optical remote sensing persistent and intermittent snow remote sensing Rofental glaciers run-off modelling SAR Sentinel-2 snow snow accumulation snow cover snow cover duration snow depletion curve snow energy balance snow hydrology snow measurements snow microstructure snow models snow parameters snow surface topography spatial and temporal variability of snow specific surface area spectrometer SWE terrestrial lidar terrestrial photography transient snowline webcam photography wind profile |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910557748203321 |
Nadir Arslan Ali
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| Basel, Switzerland, : MDPI - Multidisciplinary Digital Publishing Institute, 2021 | ||
| 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 online resource (292 p.) |
| Soggetto topico |
Geography
Research & information: general |
| Soggetto non controllato |
algal bloom
altimetry data ammonia detection aquaculture aquaculture ponds Arctic CDOM absorbance Chaohu Lake chlorophyll chlorophyll-a convolutional neural network coral reefs Cryosat-2 deep learning DOC Doppler Centroid Anomaly drone applications drought ecohydrology ecological status class of lakes empirical models estuarial and coastal areas European Union Water Framework Directive (2000/60/EC) extraction French Alps geostationary satellite groundwater HAB hydrodynamic model hydrodynamics inland lake inland waters lake level Lake Tana Landsat linear spectral unmixing MODIS mountain temporary pools multi-source remote sensing multiple regression multitemporal NDVI ocean color optical data optical fiber coating optical remote sensing optical sensing Pacific lagoons Paldang Reservoir photogrammetry physical limnology Planetscope polymer optical fibers Rana temporaria remote sensing SAR satellite sediment self-attention sensors sentinel Sentinel-2 Sentinel-3 shallow lakes shelf seas spectroscopic indices surface water synergy thermal infrared turbid water turbidity Ulva water hyacinth water level water quality parameters waterbody temperature |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910557720403321 |
Carolis Giacomo De
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| Basel, Switzerland, : MDPI - Multidisciplinary Digital Publishing Institute, 2021 | ||
| 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 |
Park Mi Sun
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| Basel, : MDPI - Multidisciplinary Digital Publishing Institute, 2022 | ||
| Lo trovi qui: Univ. Federico II | ||
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