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

ISPRS Journal of Photogrammetry and Remote Sensing

Precision AgricultureEngineeringLand UseSpatial UncertaintyCropping System +16

Mapping abandoned agricultural land in Kyzyl-Orda, Kazakhstan using satellite remote sensing

Fabian Löw, Elisabeth Fliemann, Iskandar Abdullaev, +2

Applied Geography

CartographyPrecision AgricultureEngineeringGeomorphologyLand Use +10

Mapping Cropland Abandonment in the Aral Sea Basin with MODIS Time Series

Fabian Löw, Alexander V. Prishchepov, François Waldner, +3

Remote Sensing

Environmental MonitoringModis Time SeriesAral Sea BasinGeomorphologyLand Use +23

A rule-based approach for crop identification using multi-temporal and multi-sensor phenological metrics

Gohar Ghazaryan, Olena Dubovyk, Fabian Löw, +4

European Journal of Remote Sensing

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

Christopher Conrad, Stefan Dech, Olena Dubovyk, +5

Computers and Electronics in Agriculture

Precision AgricultureImage AnalysisMachine VisionTemporal WindowsEngineering +11

Measuring rural settlement expansion in Uzbekistan using remote sensing to support spatial planning

Christopher Conrad, Maximilian Rudloff, Iskandar Abdullaev, +3

Applied Geography

Spatial PlanningLand UseGeographyAgricultural EconomicsGeographical Aspect +6

Defining the Spatial Resolution Requirements for Crop Identification Using Optical Remote Sensing

Fabian Löw, Grégory Duveiller

Remote Sensing

Spatial Resolution RequirementsPrecision AgricultureEnvironmental MonitoringEngineeringLand Use +22

Multi-Temporal Landsat Images and Ancillary Data for Land Use/Cover Change (LULCC) Detection in the Southwest of Burkina Faso, West Africa

Jean-Bosco Benewinde Zoungrana, Christopher Conrad, Leonard K. Amekudzi, +4

Remote Sensing

Precision AgricultureEnvironmental MonitoringEngineeringGeomorphologyLand Use +20

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

Fabian Löw, Christopher Conrad, Ulrich Michel

ISPRS Journal of Photogrammetry and Remote Sensing

Decision FusionCartographyMachine VisionImage AnalysisData Science +12

A Unified Cropland Layer at 250 m for Global Agriculture Monitoring

François Waldner, Steffen Fritz, Antonio Di Gregorio, +11

Data

Precision AgricultureEnvironmental MonitoringEngineeringLand UseCropping System +22