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Иш: Towards improved land use mapping of irrigated croplands: performance assessment of different image classification algorithms and approaches

Random Forests
Leo Breiman
Мақола200167 иқтибос
ABI
Spatio-temporal analyses of cropland degradation in the irrigated lowlands of Uzbekistan using remote-sensing and logistic regression modeling
Olena Dubovyk, Gunter Menz, Christopher Conrad +3
МақолаRangeland Management and Livestock EcologyEnvironmental Monitoring and Assessment201211 иқтибос
ABI
Object based image analysis for remote sensing
Thomas Blaschke
Мақола200911 иқтибос
ABI
Per-Field Irrigated Crop Classification in Arid Central Asia Using SPOT and ASTER Data
Christopher Conrad, Sebastian Fritsch, Julian Zeidler +2
Мақола201010 иқтибос
ABI
Satellite based calculation of spatially distributed crop water requirements for cotton and wheat cultivation in Fergana Valley, Uzbekistan
Christopher Conrad, Maren Rahmann, Miriam Machwitz +3
МақолаRemote Sensing in AgricultureGlobal and Planetary Change20137 иқтибос
ABI
Derivation of temporal windows for accurate crop discrimination in heterogeneous croplands of Uzbekistan using multitemporal RapidEye images
Christopher Conrad, Stefan Dech, Olena Dubovyk +5
Мақола20147 иқтибос
ABI
An Automated Cropland Classification Algorithm (ACCA) for Tajikistan by Combining Landsat, MODIS, and Secondary Data
Prasad S. Thenkabail, Zhuoting Wu
Мақола20125 иқтибос
ABI
Decision fusion and non-parametric classifiers for land use mapping using multi-temporal RapidEye data
Fabian Löw, Christopher Conrad, Ulrich Michel
Мақола20155 иқтибос
ABI
Efficiency and accuracy of per-field classification for operational crop mapping
Allard de Wit, J.G.P.W. Clevers
Мақола20044 иқтибос
ABI
Good practices for estimating area and assessing accuracy of land change
Pontus Olofsson, Giles M. Foody, Martin Herold +3
Мақола20144 иқтибос
ABI
Spatial targeting of land rehabilitation: a relational analysis of cropland productivity decline in arid Uzbekistan
Olena Dubovyk, Gunter Menz, Christopher Conrad +3
Мақола20133 иқтибос
ABI
Mapping multi-year cropping patterns in small irrigation districts from time-series analysis of Landsat TM images
J.A. Martı́nez-Casasnovas, Almudena Martín-Montero, M. Auxiliadora Casterad
Мақола20053 иқтибос
ABI
Object-based crop identification using multiple vegetation indices, textural features and crop phenology
José M. Peña, Moffatt K. Ngugi, Richard E. Plant +1
Мақола20113 иқтибос
ABI
Introductory digital image processing: A remote sensing perspective
John R. Jensen, Kalmesh Lulla
Мақола19873 иқтибос
ABI
Per-pixel vs. object-based classification of urban land cover extraction using high spatial resolution imagery
Soe W. Myint, Patricia Gober, Anthony J. Brazel +2
Мақола20113 иқтибос
ABI
A survey of image classification methods and techniques for improving classification performance
Dengsheng Lu, Qihao Weng
Мақола20073 иқтибос
ABI
Multi-scale targeting of land degradation in northern Uzbekistan using satellite remote sensing
Olena Dubovyk
Диссертация20133 иқтибос
ABI
Impact of feature selection on the accuracy and spatial uncertainty of per-field crop classification using Support Vector Machines
Fabian Löw, Ulrich Michel, Stefan Dech +1
Мақола20132 иқтибос
ABI
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, Ajay Mathur
Мақола20062 иқтибос
ABI
Classifier ensembles for land cover mapping using multitemporal SAR imagery
Björn Waske, Matthias Braun
Мақола20092 иқтибос
ABI
Remote Sensing Digital Image Analysis
John A. Richards, Xiuping Jia
Китоб20052 иқтибос
ABI
The SAGE Handbook of Remote Sensing
Timothy A. Warner, Mike Nellis, Giles M. Foody
Китоб20092 иқтибос
ABI
A Comprehensive Review on Pixel Oriented and Object Oriented Methods for Information Extraction from Remotely Sensed Satellite Images with a Special Emphasis on Cryospheric Applications
Shridhar D. Jawak, Prapti Devliyal, Alvarinho J. Luis
Шарҳ мақола20152 иқтибос
ABI
SPOT-Based Sub-Field Level Monitoring of Vegetation Cover Dynamics: A Case of Irrigated Croplands
Olena Dubovyk, Gunter Menz, Alexander Lee +3
Мақола20152 иқтибос
ABI
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, Steven E. Franklin, Monique G. Dubé
Мақола20112 иқтибос
ABI