A cost-efficient approach for measuring Moran's index of spatial autocorrelation in geostationary satellite data

International Geoscience and Remote Sensing Symposium (IGARSS)

Volumn 2016-November, Issue , 2016, Pages 5913-5916

  Das, Monidipa ^a   Ghosh, Soumya K ^a  

^a INDIAN INSTITUTE OF TECHNOLOGY   (India)

Author keywords

MapReduce; Moran's I; Raster data; Satellite data; Spatial autocorrelation

Indexed keywords

EID: 85007495070     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/IGARSS.2016.7730545     Document Type: Conference Paper

References (5)

1. Shashi Shekhar and Sanjay Chawla, Spatial databases: a tour, vol. 2003, Prentice Hall, NJ, 2003
2. Yanguang Chen, "New approaches for calculating morans index of spatial autocorrelation," PloS one, vol. 8, no. 7, pp. e68336, 2013
3. Chao Fan and Soe Myint, "A comparison of spatial autocorrelation indices and landscape metrics in measuring urban landscape fragmentation," Landscape and Urban Planning, vol. 121, pp. 117-128, 2014
4. Brian D Ripley, Spatial statistics, vol. 575, John Wiley & Sons, 2005
5. Jeffrey Dean and Sanjay Ghemawat, "Mapreduce: simplified data processing on large clusters," Communications of the ACM, vol. 51, no. 1, pp. 107-113, 2008.