24.4.13.7.4 Banana Trees, Orchards, Diseases

Chapter Contents (Back)
Orchards. Banana.

Johansen, K.[Kasper], Phinn, S.R.[Stuart R.], Witte, C.[Christian], Philip, S.[Seonaid], Newton, L.[Lisa],
Mapping Banana Plantations from Object-oriented Classification of SPOT-5 Imagery,
PhEngRS(75), No. 9, September 2009, pp. 1069-1082.
DOI Link 0910
The extent of banana plantations was mapped using panchromatic and multispectral SPOT-5 imagery and object-oriented segmentation and classification in Definiens Professional 5. BibRef

Johansen, K.[Kasper], Sohlbach, M.[Malte], Sullivan, B.[Barry], Stringer, S.[Samantha], Peasley, D.[David], Phinn, S.[Stuart],
Mapping Banana Plants from High Spatial Resolution Orthophotos to Facilitate Plant Health Assessment,
RS(6), No. 9, 2014, pp. 8261-8286.
DOI Link 1410
BibRef

Ye, H.C.[Hui-Chun], Huang, W.J.[Wen-Jiang], Huang, S.Y.[Shan-Yu], Cui, B.[Bei], Dong, Y.Y.[Ying-Ying], Guo, A.T.[An-Ting], Ren, Y.[Yu], Jin, Y.[Yu],
Recognition of Banana Fusarium Wilt Based on UAV Remote Sensing,
RS(12), No. 6, 2020, pp. xx-yy.
DOI Link 2003
BibRef

Sinha, P.[Priyakant], Robson, A.[Andrew], Schneider, D.[Derek], Kilic, T.[Talip], Mugera, H.K.[Harriet Kasidi], Ilukor, J.[John], Tindamanyire, J.M.[Jimmy Moses],
The potential of in-situ hyperspectral remote sensing for differentiating 12 banana genotypes grown in Uganda,
PandRS(167), 2020, pp. 85-103.
Elsevier DOI 2008
Banana, Hyperspectral remote sensing, Prediction modelling, Agriculture productivity, Survey design BibRef

Gomez Selvaraj, M.[Michael], Vergara, A.[Alejandro], Montenegro, F.[Frank], Alonso Ruiz, H.[Henry], Safari, N.[Nancy], Raymaekers, D.[Dries], Ocimati, W.[Walter], Ntamwira, J.[Jules], Tits, L.[Laurent], Omondi, A.B.[Aman Bonaventure], Blomme, G.[Guy],
Detection of banana plants and their major diseases through aerial images and machine learning methods: A case study in DR Congo and Republic of Benin,
PandRS(169), 2020, pp. 110-124.
Elsevier DOI 2011
Artificial Intelligence, Banana detection, Deep learning, Disease detection, High-resolution satellite image, UAV images BibRef

Aeberli, A.[Aaron], Johansen, K.[Kasper], Robson, A.[Andrew], Lamb, D.W.[David W.], Phinn, S.[Stuart],
Detection of Banana Plants Using Multi-Temporal Multispectral UAV Imagery,
RS(13), No. 11, 2021, pp. xx-yy.
DOI Link 2106
BibRef

Aeberli, A.[Aaron], Phinn, S.[Stuart], Johansen, K.[Kasper], Robson, A.[Andrew], Lamb, D.W.[David W.],
Characterisation of Banana Plant Growth Using High-Spatiotemporal-Resolution Multispectral UAV Imagery,
RS(15), No. 3, 2023, pp. xx-yy.
DOI Link 2302
BibRef

Kilwenge, R.[Regina], Adewopo, J.[Julius], Sun, Z.L.[Zhan-Li], Schut, M.[Marc],
UAV-Based Mapping of Banana Land Area for Village-Level Decision-Support in Rwanda,
RS(13), No. 24, 2021, pp. xx-yy.
DOI Link 2112
BibRef

Zhang, S.M.[Shi-Min], Li, X.H.[Xiu-Hua], Ba, Y.X.[Yu-Xuan], Lyu, X.G.[Xue-Gang], Zhang, M.Q.[Mu-Qing], Li, M.Z.[Min-Zan],
Banana Fusarium Wilt Disease Detection by Supervised and Unsupervised Methods from UAV-Based Multispectral Imagery,
RS(14), No. 5, 2022, pp. xx-yy.
DOI Link 2203
BibRef

Alabi, T.R.[Tunrayo R.], Adewopo, J.[Julius], Duke, O.P.[Ojo Patrick], Kumar, P.L.[P. Lava],
Banana Mapping in Heterogenous Smallholder Farming Systems Using High-Resolution Remote Sensing Imagery and Machine Learning Models with Implications for Banana Bunchy Top Disease Surveillance,
RS(14), No. 20, 2022, pp. xx-yy.
DOI Link 2211
BibRef

Aeberli, A.[Aaron], Robson, A.[Andrew], Phinn, S.[Stuart], Lamb, D.W.[David W.], Johansen, K.[Kasper],
A Comparison of Analytical Approaches for the Spectral Discrimination and Characterisation of Mite Infestations on Banana Plants,
RS(14), No. 21, 2022, pp. xx-yy.
DOI Link 2212
BibRef

Retkute, R.[Renata], Crew, K.S.[Kathleen S.], Thomas, J.E.[John E.], Gilligan, C.A.[Christopher A.],
Detection of Banana Diseases Based on Landsat-8 Data and Machine Learning,
RS(17), No. 13, 2025, pp. 2308.
DOI Link 2507
BibRef


Kuikel, S., Upadhyay, B., Aryal, D., Bista, S., Awasthi, B., Shrestha, S.,
Individual Banana Tree Crown Delineation Using Unmanned Aerial Vehicle (uav) Images,
ISPRS21(B3-2021: 581-585).
DOI Link 2201
BibRef

Chapter on Cartography, Aerial Images, Buildings, Roads, Terrain, Forests, Trees, ATR continues in
Rubber Trees, Plantations, Analysis .


Last update:Sep 10, 2025 at 12:00:25