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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
Opac: Controlla la disponibilità qui
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  
Basel, : MDPI - Multidisciplinary Digital Publishing Institute, 2022
Materiale a stampa
Lo trovi qui: Univ. Federico II
Opac: Controlla la disponibilità qui
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  
Basel, Switzerland, : MDPI - Multidisciplinary Digital Publishing Institute, 2021
Materiale a stampa
Lo trovi qui: Univ. Federico II
Opac: Controlla la disponibilità qui
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  
Basel, Switzerland, : MDPI - Multidisciplinary Digital Publishing Institute, 2021
Materiale a stampa
Lo trovi qui: Univ. Federico II
Opac: Controlla la disponibilità qui
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  
Basel, : MDPI - Multidisciplinary Digital Publishing Institute, 2022
Materiale a stampa
Lo trovi qui: Univ. Federico II
Opac: Controlla la disponibilità qui