Observing the phenological characteristics of winter food crops with spectral indices

Hsuan Yi Li; James A. Lawrence; Philippa J. Mason; Richard C. Ghail

doi:10.5194/isprs-annals-XI-3-2026-741-2026

Observing the phenological characteristics of winter food crops with spectral indices

Hsuan Yi Li
, James A. Lawrence
, Philippa J. Mason
, Richard C. Ghail

Research output: Contribution to journal › Conference article › peer-review

Original language	English
Pages (from-to)	741-748
Number of pages	8
Journal	ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences
Volume	11
DOIs	https://doi.org/10.5194/isprs-annals-XI-3-2026-741-2026
Publication status	Published - 8 Jul 2026
Event	25th ISPRS Congress 2026 �From Imagery to Understanding� - Toronto, Canada Duration: 4 Jul 2026 → 11 Jul 2026

Keywords

Crop phenology
Sentinel-2
Spectral indices
Unsupervised classification
Winter food crops

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10.5194/isprs-annals-XI-3-2026-741-2026Licence: CC BY

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title = "Observing the phenological characteristics of winter food crops with spectral indices",

keywords = "Crop phenology, Sentinel-2, Spectral indices, Unsupervised classification, Winter food crops",

author = "Li, \{Hsuan Yi\} and Lawrence, \{James A.\} and Mason, \{Philippa J.\} and Ghail, \{Richard C.\}",

note = "Publisher Copyright: {\textcopyright} Copyright: 2026 Hsuan-Yi Li et al.; 25th ISPRS Congress 2026 �From Imagery to Understanding� ; Conference date: 04-07-2026 Through 11-07-2026",

year = "2026",

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doi = "10.5194/isprs-annals-XI-3-2026-741-2026",

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TY - JOUR

T1 - Observing the phenological characteristics of winter food crops with spectral indices

AU - Li, Hsuan Yi

AU - Lawrence, James A.

AU - Mason, Philippa J.

AU - Ghail, Richard C.

N1 - Publisher Copyright: © Copyright: 2026 Hsuan-Yi Li et al.

PY - 2026/7/8

Y1 - 2026/7/8

KW - Crop phenology

KW - Sentinel-2

KW - Spectral indices

KW - Unsupervised classification

KW - Winter food crops

UR - https://www.scopus.com/pages/publications/105045589173

U2 - 10.5194/isprs-annals-XI-3-2026-741-2026

DO - 10.5194/isprs-annals-XI-3-2026-741-2026

M3 - Conference article

AN - SCOPUS:105045589173

SN - 2194-9042

VL - 11

SP - 741

EP - 748

JO - ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences

JF - ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences

T2 - 25th ISPRS Congress 2026 �From Imagery to Understanding�

Y2 - 4 July 2026 through 11 July 2026

ER -

Observing the phenological characteristics of winter food crops with spectral indices

Keywords

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