Subpixel classification (SPC) extracts meaningful information on land-cover classes from the mixed pixels.However, the major challenges for SPC are to obtain reliable soft reference data (RD), use apt input data, and achieve maximum accuracy. This article addresses these issues and applies the support vector machine (SVM) to retrieve the subpixel estimates of glacier facies (GF) using high radiometric-resolution Advanced Wide Field Sensor (AWiFS) data. Precise quantification of GF has fundamental importance in the glaciological research.

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[1] Bisma Yousuf, Aparna Shukla, Manoj Arora, Ankit Bindal, Avtar Jasrotia, "On Drivers of Subpixel Classification Accuracy—An Example From Glacier Facies", IEEE Dataport, 2020. [Online]. Available: http://dx.doi.org/10.21227/6nrf-8e43. Accessed: Feb. 24, 2024.
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doi = {10.21227/6nrf-8e43},
url = {http://dx.doi.org/10.21227/6nrf-8e43},
author = {Bisma Yousuf; Aparna Shukla; Manoj Arora; Ankit Bindal; Avtar Jasrotia },
publisher = {IEEE Dataport},
title = {On Drivers of Subpixel Classification Accuracy—An Example From Glacier Facies},
year = {2020} }
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T1 - On Drivers of Subpixel Classification Accuracy—An Example From Glacier Facies
AU - Bisma Yousuf; Aparna Shukla; Manoj Arora; Ankit Bindal; Avtar Jasrotia
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Bisma Yousuf, Aparna Shukla, Manoj Arora, Ankit Bindal, Avtar Jasrotia. (2020). On Drivers of Subpixel Classification Accuracy—An Example From Glacier Facies. IEEE Dataport. http://dx.doi.org/10.21227/6nrf-8e43
Bisma Yousuf, Aparna Shukla, Manoj Arora, Ankit Bindal, Avtar Jasrotia, 2020. On Drivers of Subpixel Classification Accuracy—An Example From Glacier Facies. Available at: http://dx.doi.org/10.21227/6nrf-8e43.
Bisma Yousuf, Aparna Shukla, Manoj Arora, Ankit Bindal, Avtar Jasrotia. (2020). "On Drivers of Subpixel Classification Accuracy—An Example From Glacier Facies." Web.
1. Bisma Yousuf, Aparna Shukla, Manoj Arora, Ankit Bindal, Avtar Jasrotia. On Drivers of Subpixel Classification Accuracy—An Example From Glacier Facies [Internet]. IEEE Dataport; 2020. Available from : http://dx.doi.org/10.21227/6nrf-8e43
Bisma Yousuf, Aparna Shukla, Manoj Arora, Ankit Bindal, Avtar Jasrotia. "On Drivers of Subpixel Classification Accuracy—An Example From Glacier Facies." doi: 10.21227/6nrf-8e43