The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences
Download
Share
Publications Copernicus
Download
Citation
Share
Articles | Volume XLVIII-M-5-2024
https://doi.org/10.5194/isprs-archives-XLVIII-M-5-2024-15-2025
https://doi.org/10.5194/isprs-archives-XLVIII-M-5-2024-15-2025
12 Mar 2025
 | 12 Mar 2025

Comparative Analysis of Machine Learning Algorithms and Statistical Techniques for Data Analysis in Crop Growth Monitoring with NDVI

Manasha Arunachalam, Siddhaarth Sekar, Annastasia M. Erdmann, V. V. Sajith Variyar, and Ramesh Sivanpillai

Related authors

Comparison of Clustering Methods for Crop-Growth Analysis Using Multi-Temporal NDVI: Spectral vs Optics
Srikari Shasi Patel, Kuricheti Prerana, V. V. Sajith Variyar, and Ramesh Sivanpillai
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-M-10-2025, 205–212, https://doi.org/10.5194/isprs-archives-XLVIII-M-10-2025-205-2026,https://doi.org/10.5194/isprs-archives-XLVIII-M-10-2025-205-2026, 2026
Mapping Variations in Crop Growth and Irrigation in a Crop Field with Landsat-Derived Spectral Products
Niharika Sharma, Katie D. Magana, V. V. Sajith Variyar, and Ramesh Sivanpillai
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-M-10-2025, 221–227, https://doi.org/10.5194/isprs-archives-XLVIII-M-10-2025-221-2026,https://doi.org/10.5194/isprs-archives-XLVIII-M-10-2025-221-2026, 2026
Mapping Variations in Corn Growth in a Rain-Fed Crop Field using Growing Season NDVI and NDMI Images
Robert Anderson and Ramesh Sivanpillai
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-M-10-2025, 51–54, https://doi.org/10.5194/isprs-archives-XLVIII-M-10-2025-51-2026,https://doi.org/10.5194/isprs-archives-XLVIII-M-10-2025-51-2026, 2026
Mapping Vegetation Dynamics in Wyoming: A Multi-Temporal Analysis using Landsat NDVI and Clustering
Nandini Kuppala, Chukka Navneet Krishna, V. V. Sajith Variyar, and Ramesh Sivanpillai
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-M-5-2024, 87–94, https://doi.org/10.5194/isprs-archives-XLVIII-M-5-2024-87-2025,https://doi.org/10.5194/isprs-archives-XLVIII-M-5-2024-87-2025, 2025
EFFECT OF DATA QUALITY ON WATER BODY SEGMENTATION WITH DEEPLABV3+ ALGORITHM
A. Edpuganti, P. Akshaya, J. Gouthami, V. V. Sajith Variyar, V. Sowmya, and R. Sivanpillai
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-M-3-2023, 81–85, https://doi.org/10.5194/isprs-archives-XLVIII-M-3-2023-81-2023,https://doi.org/10.5194/isprs-archives-XLVIII-M-3-2023-81-2023, 2023