Works cited by this work

42 works

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

1. Random Forests

   Leo Breiman

   Article200167 citations

   ABIABI:AkademIndex/openalex/2026.other.004196

2. 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

   ArticleRangeland Management and Livestock EcologyEnvironmental Monitoring and Assessment201211 citations

   ABIABI:AkademIndex/openalex/2026.other.016498

3. Object based image analysis for remote sensing

   Thomas Blaschke

   Article200911 citations

   ABIABI:AkademIndex/openalex/2026.other.166593

4. Per-Field Irrigated Crop Classification in Arid Central Asia Using SPOT and ASTER Data

   Christopher Conrad, Sebastian Fritsch, Julian Zeidler +2

   Article201010 citations

   ABIABI:AkademIndex/openalex/2026.other.016543

5. 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

   ArticleRemote Sensing in AgricultureGlobal and Planetary Change20137 citations

   ABIABI:AkademIndex/openalex/2026.other.016447

6. Derivation of temporal windows for accurate crop discrimination in heterogeneous croplands of Uzbekistan using multitemporal RapidEye images

   Christopher Conrad, Stefan Dech, Olena Dubovyk +5

   Article20147 citations

   ABIABI:AkademIndex/openalex/2026.other.070907

7. An Automated Cropland Classification Algorithm (ACCA) for Tajikistan by Combining Landsat, MODIS, and Secondary Data

   Prasad S. Thenkabail, Zhuoting Wu

   Article20125 citations

   ABIABI:AkademIndex/openalex/2026.other.016385

8. Decision fusion and non-parametric classifiers for land use mapping using multi-temporal RapidEye data

   Fabian Löw, Christopher Conrad, Ulrich Michel

   Article20155 citations

   ABIABI:AkademIndex/openalex/2026.other.166590

9. Efficiency and accuracy of per-field classification for operational crop mapping

   Allard de Wit, J.G.P.W. Clevers

   Article20044 citations

   ABIABI:AkademIndex/openalex/2026.other.077851

10. Good practices for estimating area and assessing accuracy of land change

    Pontus Olofsson, Giles M. Foody, Martin Herold +3

    Article20144 citations

    ABIABI:AkademIndex/openalex/2026.other.166598

11. Spatial targeting of land rehabilitation: a relational analysis of cropland productivity decline in arid Uzbekistan

    Olena Dubovyk, Gunter Menz, Christopher Conrad +3

    Article20133 citations

    ABIABI:AkademIndex/openalex/2026.other.016370

12. 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

    Article20053 citations

    ABIABI:AkademIndex/openalex/2026.other.077850

13. Object-based crop identification using multiple vegetation indices, textural features and crop phenology

    José M. Peña, Moffatt K. Ngugi, Richard E. Plant +1

    Article20113 citations

    ABIABI:AkademIndex/openalex/2026.other.166594

14. Introductory digital image processing: A remote sensing perspective

    John R. Jensen, Kalmesh Lulla

    Article19873 citations

    ABIABI:AkademIndex/openalex/2026.other.166605

15. 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

    Article20113 citations

    ABIABI:AkademIndex/openalex/2026.other.166607

16. A survey of image classification methods and techniques for improving classification performance

    Dengsheng Lu, Qihao Weng

    Article20073 citations

    ABIABI:AkademIndex/openalex/2026.other.166611

17. Multi-scale targeting of land degradation in northern Uzbekistan using satellite remote sensing

    Olena Dubovyk

    Dissertation20133 citations

    ABIABI:AkademIndex/openalex/2026.other.166616

18. 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

    Article20132 citations

    ABIABI:AkademIndex/openalex/2026.other.016261

19. 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

    Article20062 citations

    ABIABI:AkademIndex/openalex/2026.other.070906

20. Classifier ensembles for land cover mapping using multitemporal SAR imagery

    Björn Waske, Matthias Braun

    Article20092 citations

    ABIABI:AkademIndex/openalex/2026.other.077855

21. Remote Sensing Digital Image Analysis

    John A. Richards, Xiuping Jia

    Book20052 citations

    ABIABI:AkademIndex/openalex/2026.other.077860

22. The SAGE Handbook of Remote Sensing

    Timothy A. Warner, Mike Nellis, Giles M. Foody

    Book20092 citations

    ABIABI:AkademIndex/openalex/2026.other.166589

23. 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

    Review article20152 citations

    ABIABI:AkademIndex/openalex/2026.other.166591

24. SPOT-Based Sub-Field Level Monitoring of Vegetation Cover Dynamics: A Case of Irrigated Croplands

    Olena Dubovyk, Gunter Menz, Alexander Lee +3

    Article20152 citations

    ABIABI:AkademIndex/openalex/2026.other.166592

25. 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

    Article20112 citations

    ABIABI:AkademIndex/openalex/2026.other.166604