相关参考文献
注意：仅列出部分参考文献，下载原文获取全部文献信息。Topographic and climatic influence on seasonal snow cover: Implications for the hydrology of ungauged Himalayan basins, India
Anshuman Misra et al.
JOURNAL OF HYDROLOGY (2020)
Reconstructing Geostationary Satellite Land Surface Temperature Imagery Based on a Multiscale Feature Connected Convolutional Neural Network
Penghai Wu et al.
REMOTE SENSING (2019)
Connectionist model for solving static structural problems with fuzzy parameters
S. K. Jeswal et al.
APPLIED SOFT COMPUTING (2019)
Subsurface temperature estimation from remote sensing data using a clustering-neural network method
Wenfang Lu et al.
REMOTE SENSING OF ENVIRONMENT (2019)
Missing Data Reconstruction in Remote Sensing Image With a Unified Spatial-Temporal-Spectral Deep Convolutional Neural Network
Qiang Zhang et al.
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING (2018)
Implementation of machine-learning classification in remote sensing: an applied review
Aaron E. Maxwell et al.
INTERNATIONAL JOURNAL OF REMOTE SENSING (2018)
A hybrid training approach for leaf area index estimation via Cubist and random forests machine-learning
Rasmus Houborg et al.
ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING (2018)
An object-based convolutional neural network (OCNN) for urban land use classification
Ce Zhang et al.
REMOTE SENSING OF ENVIRONMENT (2018)
Modeling grassland above-ground biomass based on artificial neural network and remote sensing in the Three-River Headwaters Region
Shuxia Yang et al.
REMOTE SENSING OF ENVIRONMENT (2018)
Retrieval of fractional snow covered area from MODIS data by multivariate adaptive regression splines
Semih Kuter et al.
REMOTE SENSING OF ENVIRONMENT (2018)
Relationship between Spatiotemporal Variations of Climate, Snow Cover and Plant Phenology over the Alps-An Earth Observation-Based Analysis
Sarah Asam et al.
REMOTE SENSING (2018)
A Deep-Learning-Based Forecasting Ensemble to Predict Missing Data for Remote Sensing Analysis
Monidipa Das et al.
IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING (2017)
Snow hydrology in Mediterranean mountain regions: A review
Abbas Fayad et al.
JOURNAL OF HYDROLOGY (2017)
Impact of climate and elevation on snow cover using integrated remote sensing snow products in Tibetan Plateau
Xiaodong Huang et al.
REMOTE SENSING OF ENVIRONMENT (2017)
Voxel-MARS: a method for early detection of Alzheimer's disease by classification of structural brain MRI
Alper Cevik et al.
ANNALS OF OPERATIONS RESEARCH (2017)
Random forest in remote sensing: A review of applications and future directions
Mariana Belgiu et al.
ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING (2016)
Assessing the robustness of Random Forests to map land cover with high resolution satellite image time series over large areas
Charlotte Pelletier et al.
REMOTE SENSING OF ENVIRONMENT (2016)
Fractional snow cover estimation in complex alpine-forested environments using an artificial neural network
Elzbieta H. Czyzowska-Wisniewski et al.
REMOTE SENSING OF ENVIRONMENT (2015)
Uncertainty analysis of gross primary production upscaling using Random Forests, remote sensing and eddy covariance data
Gianluca Tramontana et al.
REMOTE SENSING OF ENVIRONMENT (2015)
Introduction to GlobSnow Snow Extent products with considerations for accuracy assessment
Sari Metsamaki et al.
REMOTE SENSING OF ENVIRONMENT (2015)
An Evaluation of Different Training Sample Allocation Schemes for Discrete and Continuous Land Cover Classification Using Decision Tree-Based Algorithms
Rene Roland Colditz
REMOTE SENSING (2015)
Transferring Deep Convolutional Neural Networks for the Scene Classification of High-Resolution Remote Sensing Imagery
Fan Hu et al.
REMOTE SENSING (2015)
Detecting Sirex noctilio grey-attacked and lightning-struck pine trees using airborne hyperspectral data, random forest and support vector machines classifiers
Elfatih M. Abdel-Rahman et al.
ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING (2014)
Fractional snow cover mapping from MODIS data using wavelet-artificial intelligence hybrid models
Vahid Moosavi et al.
JOURNAL OF HYDROLOGY (2014)
Integration of orthoimagery and lidar data for object-based urban thematic mapping using random forests
Haiyan Guan et al.
INTERNATIONAL JOURNAL OF REMOTE SENSING (2013)
An optical reflectance model-based method for fractional snow cover mapping applicable to continental scale
Sari Metsamaki et al.
REMOTE SENSING OF ENVIRONMENT (2012)
Fine-scale remotely-sensed cover mapping of coastal dune and salt marsh ecosystems at Cape Cod National Seashore using Random Forests
Brad C. Timm et al.
REMOTE SENSING OF ENVIRONMENT (2012)
A comparison of pixel-based and object-based image analysis with selected machine learning algorithms for the classification of agricultural landscapes using SPOT-5 HRG imagery
Dennis C. Duro et al.
REMOTE SENSING OF ENVIRONMENT (2012)
Opening the archive: How free data has enabled the science and monitoring promise of Landsat
Michael A. Wulder et al.
REMOTE SENSING OF ENVIRONMENT (2012)
Overview of random forest methodology and practical guidance with emphasis on computational biology and bioinformatics
Anne-Laure Boulesteix et al.
WILEY INTERDISCIPLINARY REVIEWS-DATA MINING AND KNOWLEDGE DISCOVERY (2012)
Fine tuning support vector machines for short-term wind speed forecasting
Junyi Zhou et al.
ENERGY CONVERSION AND MANAGEMENT (2011)
Estimating Soil Moisture With the Support Vector Regression Technique
Luca Pasolli et al.
IEEE GEOSCIENCE AND REMOTE SENSING LETTERS (2011)
Multioutput Support Vector Regression for Remote Sensing Biophysical Parameter Estimation
Devis Tuia et al.
IEEE GEOSCIENCE AND REMOTE SENSING LETTERS (2011)
Predicting individual tree attributes from airborne laser point clouds based on the random forests technique
Xiaowei Yu et al.
ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING (2011)
Support vector machines in remote sensing: A review
Giorgos Mountrakis et al.
ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING (2011)
CMARS and GAM & CQP-Modern optimization methods applied to international credit default prediction
Ozge Sezgin Alp et al.
JOURNAL OF COMPUTATIONAL AND APPLIED MATHEMATICS (2011)
Fractional snow cover mapping through artificial neural network analysis of MODIS surface reflectance
Iliyana D. Dobreva et al.
REMOTE SENSING OF ENVIRONMENT (2011)
A simple and effective method for filling gaps in Landsat ETM plus SLC-off images
Jin Chen et al.
REMOTE SENSING OF ENVIRONMENT (2011)
Estimating northern hemisphere snow water equivalent for climate research through assimilation of space-borne radiometer data and ground-based measurements
Matias Takala et al.
REMOTE SENSING OF ENVIRONMENT (2011)
Tuning the parameters of an artificial neural network using central composite design and genetic algorithm
M. Bashiri et al.
SCIENTIA IRANICA (2011)
Regional VTEC modeling with multivariate adaptive regression splines
Murat Durmaz et al.
ADVANCES IN SPACE RESEARCH (2010)
REMEMBERING LEO BREIMAN
Adele Cutler
ANNALS OF APPLIED STATISTICS (2010)
A regional snow-line method for estimating snow cover from MODIS during cloud cover
J. Parajka et al.
JOURNAL OF HYDROLOGY (2010)
MODIS Collection 5 global land cover: Algorithm refinements and characterization of new datasets
Mark A. Friedl et al.
REMOTE SENSING OF ENVIRONMENT (2010)
Mining the customer credit using hybrid support vector machine technique
Weimin Chen et al.
EXPERT SYSTEMS WITH APPLICATIONS (2009)
Automatic Parameter Optimization for Support Vector Regression for Land and Sea Surface Temperature Estimation From Remote Sensing Data
Gabriele Moser et al.
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING (2009)
Estimating impervious surfaces from medium spatial resolution imagery using the self-organizing map and multi-layer perceptron neural networks
Xuefei Hu et al.
REMOTE SENSING OF ENVIRONMENT (2009)
Retrieval of subpixel snow covered area, grain size, and albedo from MODIS
Thomas H. Painter et al.
REMOTE SENSING OF ENVIRONMENT (2009)
Classification of hyperspectral remote-sensing data with primal SVM for small-sized training dataset problem
Mingmin Chi et al.
ADVANCES IN SPACE RESEARCH (2008)
Crop classification by support vector machine with intelligently selected training data for an operational application
Ajay Mathur et al.
INTERNATIONAL JOURNAL OF REMOTE SENSING (2008)
The Landsat Image Mosaic of Antarctica
Robert Bindschadler et al.
REMOTE SENSING OF ENVIRONMENT (2008)
The application of artificial neural networks to the analysis of remotely sensed data
J. F. Mas et al.
INTERNATIONAL JOURNAL OF REMOTE SENSING (2008)
Accuracy assessment of the MODIS snow products
Dorothy K. Hall et al.
HYDROLOGICAL PROCESSES (2007)
The use of small training sets containing mixed pixels for accurate hard image classification: Training on mixed spectral responses for classification by a SVM
Giles M. Foody et al.
REMOTE SENSING OF ENVIRONMENT (2006)
Random Forests for land cover classification
PO Gislason et al.
PATTERN RECOGNITION LETTERS (2006)
Mapping invasive plants using hyperspectral imagery and Breiman Cutler classifications (RandomForest)
RL Lawrence et al.
REMOTE SENSING OF ENVIRONMENT (2006)
Gene selection and classification of microarray data using random forest -: art. no. 3
R Díaz-Uriarte et al.
BMC BIOINFORMATICS (2006)
Using MODIS snow cover maps in modeling snowmelt runoff process in the eastern part of Turkey
AE Tekeli et al.
REMOTE SENSING OF ENVIRONMENT (2005)
Applying support vector machines to predict building energy consumption in tropical region
B Dong et al.
ENERGY AND BUILDINGS (2005)
A feasible method for fractional snow cover mapping in boreal zone based on a reflectance model
SJ Metsämäki et al.
REMOTE SENSING OF ENVIRONMENT (2005)
Estimating fractional snow cover from MODIS using the normalized difference snow index
VV Salomonson et al.
REMOTE SENSING OF ENVIRONMENT (2004)
Classification of hyperspectral remote sensing images with support vector machines
F Melgani et al.
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING (2004)
Toward intelligent training of supervised image classifications: directing training data acquisition for SVM classification
GM Foody et al.
REMOTE SENSING OF ENVIRONMENT (2004)
Snow-cover mapping in forests by constrained linear spectral unmixing of MODIS data
D Vikhamar et al.
REMOTE SENSING OF ENVIRONMENT (2003)
The use of backpropagating artificial neural networks in land cover classification
T Kavzoglu et al.
INTERNATIONAL JOURNAL OF REMOTE SENSING (2003)
Retrieval of subpixel snow-covered area and grain size from imaging spectrometer data
TH Painter et al.
REMOTE SENSING OF ENVIRONMENT (2003)
An assessment of support vector machines for land cover classification
C Huang et al.
INTERNATIONAL JOURNAL OF REMOTE SENSING (2002)
Development of a technique to assess snow-cover mapping errors from space
DK Hall et al.
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING (2001)
Artificial neural networks: fundamentals, computing, design, and application
IA Basheer et al.
JOURNAL OF MICROBIOLOGICAL METHODS (2000)
分享论文
