DYNAMIC TIME WARPING FOR CROPS MAPPING

16 citations as recorded by crossref.

1. A spectral-temporal constrained deep learning method for tree species mapping of plantation forests using time series Sentinel-2 imagery Z. Huang et al. https://doi.org/10.1016/j.isprsjprs.2023.09.009
2. Addressing sample imbalance in deep learning based multi-temporal crop classification: a study in Jhansi, India M. Antony Ravi et al. https://doi.org/10.1080/01431161.2026.2654095
3. Attention to Both Global and Local Features: A Novel Temporal Encoder for Satellite Image Time Series Classification W. Zhang et al. https://doi.org/10.3390/rs15030618
4. Towards sustainable agriculture in Iran using a machine learning-driven crop mapping framework I. Khosravi https://doi.org/10.1080/22797254.2025.2490787
5. Crop Intensity Mapping Using Dynamic Time Warping and Machine Learning from Multi-Temporal PlanetScope Data R. Rafif et al. https://doi.org/10.3390/land10121384
6. Rapeseed Area Extraction Based on Time-Series Dual-Polarization Radar Vegetation Indices Y. Zhu et al. https://doi.org/10.3390/rs17081479
7. Can a history of crop rotations improve the prediction of soil organic carbon in the Andes? integrating machine learning multi-annual crop classification as a proxy of soil management M. Bueno et al. https://doi.org/10.1371/journal.pone.0353966
8. Temporal similarity of the mechanization level and crop yield in Eritrea T. Medhn et al. https://doi.org/10.17816/0321-4443-637129
9. Mapping crop types in complex farming areas using SAR imagery with dynamic time warping G. Gella et al. https://doi.org/10.1016/j.isprsjprs.2021.03.004
10. Satellite Image Time Series Clustering via Time Adaptive Optimal Transport Z. Zhang et al. https://doi.org/10.3390/rs13193993
11. A Comparative Analysis of Dynamic Time Warping and Machine Learning Models for Crop Classification: Case Study of Limarí River Basin, Chile A. Tapia & A. Bennett https://doi.org/10.3390/earth7040122
12. The Application of Compact Polarization Decomposition in the Construction of a Dual-Polarization Radar Index and the Effect Evaluation of Rape Extraction B. Liang et al. https://doi.org/10.1109/JSTARS.2023.3283011
13. Phenology-Driven Automatic Ground Truth Generation from Farmer-Declared Parcels for Agricultural Crop Classification Using Dynamic Time Warping F. Şimşek https://doi.org/10.1007/s40003-026-01019-w
14. The morphing for continuous generalization of linear features based on Dynamic Time Warping distance J. Li & K. Mao https://doi.org/10.1080/10106049.2023.2197516
15. Mapping tobacco planting areas in smallholder farmlands using Phenological-Spatial-Temporal LSTM from time-series Sentinel-1 SAR images M. Li et al. https://doi.org/10.1016/j.jag.2024.103826
16. Pattern-Based Clustering of Daily Weigh-In Trajectories Using Dynamic Time Warping S. Bothwell et al. https://doi.org/10.1111/biom.13773