Performance evaluation of dimensionality reduction techniques on hyperspectral data for mineral exploration.
- Published in:
- Earth Science Informatics, 2023, v. 16, n. 1, p. 25, doi. 10.1007/s12145-023-00956-2
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- Publication type:
- Article
Works matching IS 18650473 AND DT 2023 AND VI 16 AND IP 1
Results: 66
1
2
Machine learning based forest fire susceptibility assessment of Manavgat district (Antalya), Turkey.
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- Earth Science Informatics, 2023, v. 16, n. 1, p. 397, doi. 10.1007/s12145-023-00953-5
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- Publication type:
- Article
3
Comparative assessment of advanced machine learning techniques for simulation of lake water level fluctuations based on different dimensionality reduction methods.
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- Earth Science Informatics, 2023, v. 16, n. 1, p. 37, doi. 10.1007/s12145-023-00951-7
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- Publication type:
- Article
4
Machine learning algorithm for the shear strength prediction of basalt-driven lateritic soil.
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- Earth Science Informatics, 2023, v. 16, n. 1, p. 899, doi. 10.1007/s12145-023-00950-8
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- Publication type:
- Article
5
A novel band selection architecture to propose a built-up index for hyperspectral sensor PRISMA.
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- Earth Science Informatics, 2023, v. 16, n. 1, p. 887, doi. 10.1007/s12145-023-00949-1
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- Publication type:
- Article
6
Multitemporal hyperspectral satellite image analysis and classification using fast scale invariant feature transform and deep learning neural network classifier.
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- Earth Science Informatics, 2023, v. 16, n. 1, p. 877, doi. 10.1007/s12145-023-00948-2
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- Publication type:
- Article
7
Application of soft computing approaches for modeling fluid transport ratio of slim-hole wells in one of Iranian central oil fields.
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- Earth Science Informatics, 2023, v. 16, n. 1, p. 379, doi. 10.1007/s12145-023-00947-3
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- Publication type:
- Article
8
High-efficiency method for 3D visualization of marine environmental information.
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- Earth Science Informatics, 2023, v. 16, n. 1, p. 367, doi. 10.1007/s12145-023-00946-4
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- Publication type:
- Article
9
Residual network based on entropy-anisotropy-alpha target decomposition for polarimetric SAR image classification.
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- Earth Science Informatics, 2023, v. 16, n. 1, p. 357, doi. 10.1007/s12145-023-00944-6
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- Publication type:
- Article
10
Extraction of terrain ridge lines and valley lines based on agglomeration analysis of terrain points: a cluster analysis method.
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- Earth Science Informatics, 2023, v. 16, n. 1, p. 345, doi. 10.1007/s12145-023-00943-7
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- Publication type:
- Article
11
Semantic modeling of climate change impacts on the implementation of the U.N. sustainable development goals related to poverty, hunger, water, and energy.
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- Earth Science Informatics, 2023, v. 16, n. 1, p. 929, doi. 10.1007/s12145-023-00941-9
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- Article
12
Detection of hateful twitter users with graph convolutional network model.
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- Earth Science Informatics, 2023, v. 16, n. 1, p. 329, doi. 10.1007/s12145-023-00940-w
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- Publication type:
- Article
13
Assessment of precipitable water vapor retrieved from precise point positioning with PPP-B2b service.
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- Earth Science Informatics, 2023, v. 16, n. 1, p. 315, doi. 10.1007/s12145-023-00939-3
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- Publication type:
- Article
14
Forecasting system with sub-model selection strategy for photovoltaic power output forecasting.
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- Earth Science Informatics, 2023, v. 16, n. 1, p. 287, doi. 10.1007/s12145-023-00938-4
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- Publication type:
- Article
15
Application of remote sensing techniques in lithological and mineral exploration: discrimination of granitoids bearing iron and corundum deposits in southeastern Banyo, Adamawa region-Cameroon.
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- Earth Science Informatics, 2023, v. 16, n. 1, p. 259, doi. 10.1007/s12145-023-00937-5
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- Article
16
Spatial prediction using random forest spatial interpolation with sample augmentation: a case study for precipitation mapping.
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- Earth Science Informatics, 2023, v. 16, n. 1, p. 863, doi. 10.1007/s12145-023-00936-6
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- Publication type:
- Article
17
Neural network based system in evapotranspiration time series prediction.
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- Earth Science Informatics, 2023, v. 16, n. 1, p. 919, doi. 10.1007/s12145-023-00935-7
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- Publication type:
- Article
18
Keywords Query of uncertain spatiotemporal data based on XML.
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- Earth Science Informatics, 2023, v. 16, n. 1, p. 241, doi. 10.1007/s12145-023-00934-8
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- Publication type:
- Article
19
Mapping burn severity and monitoring CO content in Türkiye's 2021 Wildfires, using Sentinel-2 and Sentinel-5P satellite data on the GEE platform.
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- Earth Science Informatics, 2023, v. 16, n. 1, p. 221, doi. 10.1007/s12145-023-00933-9
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- Publication type:
- Article
20
Application of improved support vector machine in geochemical lithology identification.
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- Earth Science Informatics, 2023, v. 16, n. 1, p. 205, doi. 10.1007/s12145-022-00932-2
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- Publication type:
- Article
21
Estimation of glacier mass balance using remote sensing and GIS technology in the Hindu Kush region of northern Pakistan.
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- Earth Science Informatics, 2023, v. 16, n. 1, p. 193, doi. 10.1007/s12145-022-00930-4
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- Publication type:
- Article
22
Multipath feature fusion for hyperspectral image classification based on hybrid 3D/2D CNN and squeeze-excitation network.
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- Earth Science Informatics, 2023, v. 16, n. 1, p. 175, doi. 10.1007/s12145-022-00929-x
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- Publication type:
- Article
23
Multi-agent hyperspectral and lidar features fusion for urban vegetation mapping.
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- Earth Science Informatics, 2023, v. 16, n. 1, p. 165, doi. 10.1007/s12145-022-00928-y
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- Publication type:
- Article
24
A comparison between WRF-simulated and observed surface meteorological variables across varying land cover and urbanization in south-central India.
- Published in:
- Earth Science Informatics, 2023, v. 16, n. 1, p. 147, doi. 10.1007/s12145-022-00927-z
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- Article
25
Worldwide research progress and trends on geothermal water–rock interaction experiments: a comprehensive bibliometric analysis.
- Published in:
- Earth Science Informatics, 2023, v. 16, n. 1, p. 1, doi. 10.1007/s12145-022-00926-0
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- Publication type:
- Article
26
Groundwater potential mapping in the Central Highlands of Vietnam using spatially explicit machine learning.
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- Earth Science Informatics, 2023, v. 16, n. 1, p. 131, doi. 10.1007/s12145-022-00925-1
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- Publication type:
- Article
27
Statistical evaluation of multiple interpolation techniques for spatial mapping of highly variable geotechnical facets of soil in natural deposition.
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- Earth Science Informatics, 2023, v. 16, n. 1, p. 105, doi. 10.1007/s12145-022-00924-2
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- Publication type:
- Article
28
PKNNet: a novel feature learning architecture for vegetation mapping using remote sensing hyperspectral image classification.
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- Earth Science Informatics, 2023, v. 16, n. 1, p. 1091, doi. 10.1007/s12145-022-00923-3
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- Publication type:
- Article
29
Machine learning based object-level crop classification of PlanetScope data at South India Basin.
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- Earth Science Informatics, 2023, v. 16, n. 1, p. 91, doi. 10.1007/s12145-022-00922-4
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- Publication type:
- Article
30
Spatiotemporal variability assessment and accuracy evaluation of Standardized Precipitation Index and Standardized Precipitation Evapotranspiration Index in Malaysia.
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- Earth Science Informatics, 2023, v. 16, n. 1, p. 67, doi. 10.1007/s12145-022-00921-5
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- Publication type:
- Article
31
Modeling agricultural soil bulk density using artificial neural network and adaptive neuro-fuzzy inference system.
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- Earth Science Informatics, 2023, v. 16, n. 1, p. 57, doi. 10.1007/s12145-022-00920-6
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- Article
32
Correction to: CleverRiver: an open source and free Google Colab toolkit for deep-learning river-flow models.
- Published in:
- 2023
- By:
- Publication type:
- Correction Notice
33
Seasonal monitoring of urban heat island based on the relationship between land surface temperature and land use/cover: a case study of Kabul City, Afghanistan.
- Published in:
- Earth Science Informatics, 2023, v. 16, n. 1, p. 845, doi. 10.1007/s12145-022-00918-0
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- Publication type:
- Article
34
Enhancing the classification metrics of spectroscopy spectrums using neural network based low dimensional space.
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- Earth Science Informatics, 2023, v. 16, n. 1, p. 825, doi. 10.1007/s12145-022-00917-1
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- Article
35
Predicting the magnitude of an impending earthquake using deep learning techniques.
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- Earth Science Informatics, 2023, v. 16, n. 1, p. 803, doi. 10.1007/s12145-022-00916-2
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- Publication type:
- Article
36
GEDI4R: an R package for NASA's GEDI level 4 A data downloading, processing and visualization.
- Published in:
- Earth Science Informatics, 2023, v. 16, n. 1, p. 1109, doi. 10.1007/s12145-022-00915-3
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- Publication type:
- Article
37
Knowledge mapping and trends in research on remote sensing change detection using CiteSpace analysis.
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- Earth Science Informatics, 2023, v. 16, n. 1, p. 787, doi. 10.1007/s12145-022-00914-4
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- Publication type:
- Article
38
Integrated nonlinear autoregressive neural network and Holt winters exponential smoothing for river streaming flow forecasting at Aswan High.
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- Earth Science Informatics, 2023, v. 16, n. 1, p. 773, doi. 10.1007/s12145-022-00913-5
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- Publication type:
- Article
39
Data level and decision level fusion of satellite multi-sensor AOD retrievals for improving PM2.5 estimations, a study on Tehran.
- Published in:
- Earth Science Informatics, 2023, v. 16, n. 1, p. 753, doi. 10.1007/s12145-022-00912-6
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- Publication type:
- Article
40
A comparative study of LULC classifiers for analysing the cover management factor and support practice factor in RUSLE model.
- Published in:
- Earth Science Informatics, 2023, v. 16, n. 1, p. 733, doi. 10.1007/s12145-022-00911-7
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- Publication type:
- Article
41
Performance evaluation of machine learning and statistical techniques for modelling landslide susceptibility with limited field data.
- Published in:
- Earth Science Informatics, 2023, v. 16, n. 1, p. 1025, doi. 10.1007/s12145-022-00910-8
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- Publication type:
- Article
42
Estimation and predicting of soil water characteristic curve using the support vector machine method.
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- Earth Science Informatics, 2023, v. 16, n. 1, p. 1061, doi. 10.1007/s12145-022-00909-1
- By:
- Publication type:
- Article
43
Denoising of multidimensional seismic data in the physical domain by a new non-local self similarity method.
- Published in:
- Earth Science Informatics, 2023, v. 16, n. 1, p. 1041, doi. 10.1007/s12145-022-00908-2
- By:
- Publication type:
- Article
44
Petrophysical parameters estimation of a reservoir using integration of wells and seismic data: a sandstone case study.
- Published in:
- Earth Science Informatics, 2023, v. 16, n. 1, p. 637, doi. 10.1007/s12145-022-00902-8
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- Publication type:
- Article
45
First-Pass prospectivity mapping for Au–Ag mineralization in Sikhote–Alin Superterrane, Southeast Russia through field sampling, image enhancement on ASTER data, and MaxEnt modeling.
- Published in:
- Earth Science Informatics, 2023, v. 16, n. 1, p. 695, doi. 10.1007/s12145-022-00906-4
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- Publication type:
- Article
46
Crystal-modeler: A tool for geometric analysis and three-dimensional modeling of crystal forms based on rectangular coordinates in space.
- Published in:
- Earth Science Informatics, 2023, v. 16, n. 1, p. 675, doi. 10.1007/s12145-022-00905-5
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- Publication type:
- Article
47
Flood modeling through remote sensing datasets such as LPRM soil moisture and GPM-IMERG precipitation: A case study of ungauged basins across Morocco.
- Published in:
- Earth Science Informatics, 2023, v. 16, n. 1, p. 653, doi. 10.1007/s12145-022-00904-6
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- Publication type:
- Article
48
CleverRiver: an open source and free Google Colab toolkit for deep-learning river-flow models.
- Published in:
- Earth Science Informatics, 2023, v. 16, n. 1, p. 1119, doi. 10.1007/s12145-022-00903-7
- By:
- Publication type:
- Article
49
Spatio-temporal variations in characteristics of terrestrial water storage and associated drought over different geographic regions of Türkiye.
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- Earth Science Informatics, 2023, v. 16, n. 1, p. 717, doi. 10.1007/s12145-022-00907-3
- By:
- Publication type:
- Article
50
Carbonate lithofacies classification in optical microscopy: a data-centric approach using augmentation and GAN synthetic images.
- Published in:
- Earth Science Informatics, 2023, v. 16, n. 1, p. 617, doi. 10.1007/s12145-022-00901-9
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- Publication type:
- Article