Concepedia

A generalized space-time OBIA classification scheme to map sugarcane areas at regional scale, using Landsat images time-series and the random forest algorithm

Ana Cláudia dos Santos Luciano, Michelle Cristina Araújo Picoli, Jansle Vieira Rocha, Daniel Garbellini Duft, Rubens Augusto Camargo Lamparelli, Manoel Regis Lima Verde Leal, Guerric Le Maire

International Journal of Applied Earth Observation and Geoinformation · 2019 · 47 citations · 39 references

Open access

Concepts

Precision AgricultureEngineeringForest BiometricsLandsat Images Time-seriesLand UseForestryGeographyAgricultural EconomicsRemote SensingSugarcane AreasLand CoverLand Cover MapRandom Forest AlgorithmForest InventorySocial SciencesDeforestation

References

39

Leo Breiman · Machine Learning · 2001 · 119.3K citations · Full text

Google Earth Engine: Planetary-scale geospatial analysis for everyone

Noel Gorelick, M. Hancher, Mike Dixon et al. · Remote Sensing of Environment · 2017 · 13.1K citations · Full text

Engineering, Geovisualization, Geocomputation +18

A soil-adjusted vegetation index (SAVI)

Alfredo Huete · Remote Sensing of Environment · 1988 · 7.4K citations

Precision Agriculture, Engineering, Soil Classification +5

The use of the Normalized Difference Water Index (NDWI) in the delineation of open water features

Stuart K. McFeeters · International Journal of Remote Sensing · 1996 · 7.1K citations

Precision Agriculture, Environmental Monitoring, Engineering +17

ON THE VALIDATION OF MODELS

Cort J. Willmott · Physical Geography · 1981 · 4.6K citations

Engineering, Geographic Models, Validation Of Models +17