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Table · dataset · 2026

Supporting datasets for traceable acquisition and processing workflow for multispectral drone monitoring of orchards

Listed in ZivaHub and HKU DataHub and figshare and Loughborough Research Repository and UP Research Data Repository — shown once because both records carry DOI 10.6084/m9.figshare.34023369.v1

Description

<p dir="ltr">This dataset contains supporting materials associated with the manuscript:</p><p dir="ltr">"Traceable acquisition and processing workflow for multispectral drone monitoring of orchards"</p><p dir="ltr">The dataset supports the reconstruction and assessment of UAV RGB and multispectral image acquisition and processing workflows conducted in durian orchards in Sarawak, Malaysia.</p><p dir="ltr">The dataset contains:</p><p dir="ltr">1.

Workflow assessment records</p><p dir="ltr">- UAV mission metadata</p><p dir="ltr">- Processing provenance records</p><p dir="ltr">- Quality assurance and quality control (QA/QC) and validation assessment records</p><p dir="ltr">2. RGB orthomosaic outputs</p><p dir="ltr">- RGB orthomosaic raster products generated from UAV imagery in GeoTIFF format.</p><p dir="ltr">3. Normalised Difference Vegetation Index (NDVI) outputs</p><p dir="ltr">- NDVI raster products generated from multispectral UAV imagery in GeoTIFF format.</p><p dir="ltr">The dataset represents three demonstration orchard blocks:</p><p dir="ltr">- Sri Aman Block 1</p><p dir="ltr">- Sri Aman Block 2</p><p dir="ltr">- Tapah Block</p><p dir="ltr">Data acquisition was performed using the DJI Mavic 3 Multispectral platform.

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Image processing and product generation were conducted using DJI Terra, Agisoft Metashape Professional, and Global Mapper Pro.</p><p dir="ltr">The dataset is provided to support workflow traceability, data provenance assessment, and reproducibility of UAV-based orchard monitoring workflows.</p><p dir="ltr">The NDVI products are workflow-derived outputs provided for reproducibility assessment and visual demonstration. They are not independently validated indicators of nutrient status, disease, pest pressure, water stress, or yield response.</p>

Links

Where it is published

Catalogue records · 1

Topics

Inferred from text
Disease 75% · Image 75%
Provenance · 5 source records, 51 field assertions
SourceKeyLast seenRaw
ZivaHuboai:figshare.com:article/3402336911 d agoJSON v1
HKU DataHuboai:figshare.com:article/3402336911 d agoJSON v1
figshareoai:figshare.com:article/3402336910 d agoJSON v1
Loughborough Research Repositoryoai:figshare.com:article/3402336910 d agoJSON v1
UP Research Data Repositoryoai:figshare.com:article/3402336910 d agoJSON v1
FieldAssertionExtractorEvidence
access_levelsource · zivahub uct ac zaconnector:zivahub_uct_ac_za@1.0.0
concepts[disease].local:disease:diseaseenrichment · zivahub uct ac zakeyword-concept-rules@1.0.0title+description (75%)
concepts[field].anzsrc:field:401304mapping · figshare comvocabulary-mapper@1.0.0keywords['Remote sensing']
concepts[field].anzsrc:field:401304mapping · repository lboro ac ukvocabulary-mapper@1.0.0keywords['Remote sensing']
concepts[field].anzsrc:field:401304mapping · zivahub uct ac zavocabulary-mapper@1.0.0keywords['Remote sensing']
concepts[field].anzsrc:field:401304mapping · researchdata up ac zavocabulary-mapper@1.0.0keywords['Remote sensing']
concepts[field].anzsrc:field:401304mapping · datahub hku hkvocabulary-mapper@1.0.0keywords['Remote sensing']
concepts[field].local:field:astronomymapping · figshare comconnector:figshare_com@1.0.0
concepts[field].local:field:chemistrymapping · figshare comconnector:figshare_com@1.0.0
concepts[field].local:field:chemistrymapping · repository lboro ac ukconnector:repository_lboro_ac_uk@1.0.0
concepts[field].local:field:computer-science-aimapping · figshare comconnector:figshare_com@1.0.0
concepts[field].local:field:computer-science-aimapping · repository lboro ac ukconnector:repository_lboro_ac_uk@1.0.0
concepts[field].local:field:earth-environmentalmapping · figshare comconnector:figshare_com@1.0.0
concepts[field].local:field:earth-environmentalmapping · repository lboro ac ukconnector:repository_lboro_ac_uk@1.0.0
concepts[field].local:field:earth-environmentalmapping · datahub hku hkconnector:datahub_hku_hk@1.0.0
concepts[field].local:field:earth-environmentalmapping · researchdata up ac zaconnector:researchdata_up_ac_za@1.0.0
concepts[field].local:field:earth-environmentalmapping · zivahub uct ac zaconnector:zivahub_uct_ac_za@1.0.0
concepts[field].local:field:economics-financemapping · figshare comconnector:figshare_com@1.0.0
concepts[field].local:field:economics-financemapping · repository lboro ac ukconnector:repository_lboro_ac_uk@1.0.0
concepts[field].local:field:engineeringmapping · researchdata up ac zaconnector:researchdata_up_ac_za@1.0.0
concepts[field].local:field:engineeringmapping · zivahub uct ac zaconnector:zivahub_uct_ac_za@1.0.0
concepts[field].local:field:engineeringmapping · datahub hku hkconnector:datahub_hku_hk@1.0.0
concepts[field].local:field:engineeringmapping · figshare comconnector:figshare_com@1.0.0
concepts[field].local:field:engineeringmapping · repository lboro ac ukconnector:repository_lboro_ac_uk@1.0.0
concepts[field].local:field:humanitiesmapping · researchdata up ac zaconnector:researchdata_up_ac_za@1.0.0
concepts[field].local:field:humanitiesmapping · figshare comconnector:figshare_com@1.0.0
concepts[field].local:field:humanitiesmapping · repository lboro ac ukconnector:repository_lboro_ac_uk@1.0.0
concepts[field].local:field:life-sciencesmapping · figshare comconnector:figshare_com@1.0.0
concepts[field].local:field:life-sciencesmapping · repository lboro ac ukconnector:repository_lboro_ac_uk@1.0.0
concepts[field].local:field:life-sciencesmapping · datahub hku hkconnector:datahub_hku_hk@1.0.0
concepts[field].local:field:life-sciencesmapping · researchdata up ac zaconnector:researchdata_up_ac_za@1.0.0
concepts[field].local:field:life-sciencesmapping · zivahub uct ac zaconnector:zivahub_uct_ac_za@1.0.0
concepts[field].local:field:materials-sciencemapping · repository lboro ac ukconnector:repository_lboro_ac_uk@1.0.0
concepts[field].local:field:mathematics-statisticsmapping · repository lboro ac ukconnector:repository_lboro_ac_uk@1.0.0
concepts[field].local:field:medicine-healthmapping · figshare comconnector:figshare_com@1.0.0
concepts[field].local:field:medicine-healthmapping · repository lboro ac ukconnector:repository_lboro_ac_uk@1.0.0
concepts[field].local:field:ocean-atmosphericmapping · figshare comconnector:figshare_com@1.0.0
concepts[field].local:field:psychology-behavioralmapping · repository lboro ac ukconnector:repository_lboro_ac_uk@1.0.0
concepts[field].local:field:social-sciencemapping · figshare comconnector:figshare_com@1.0.0
concepts[field].local:field:social-sciencemapping · researchdata up ac zaconnector:researchdata_up_ac_za@1.0.0
concepts[field].local:field:social-sciencemapping · repository lboro ac ukconnector:repository_lboro_ac_uk@1.0.0
concepts[modality].local:modality:imageenrichment · zivahub uct ac zakeyword-concept-rules@1.0.0title+description (75%)
concepts[modality].local:modality:remote-sensingmapping · zivahub uct ac zavocabulary-mapper@1.0.0keywords['Remote sensing']
concepts[modality].local:modality:remote-sensingmapping · datahub hku hkvocabulary-mapper@1.0.0keywords['Remote sensing']
concepts[modality].local:modality:remote-sensingmapping · repository lboro ac ukvocabulary-mapper@1.0.0keywords['Remote sensing']
concepts[modality].local:modality:remote-sensingmapping · figshare comvocabulary-mapper@1.0.0keywords['Remote sensing']
concepts[modality].local:modality:remote-sensingmapping · researchdata up ac zavocabulary-mapper@1.0.0keywords['Remote sensing']
descriptionsource · zivahub uct ac zaconnector:zivahub_uct_ac_za@1.0.0/metadata/dc/description
licensesource · zivahub uct ac zaconnector:zivahub_uct_ac_za@1.0.0/metadata/dc/rights
publication_datesource · zivahub uct ac zaconnector:zivahub_uct_ac_za@1.0.0
titlesource · zivahub uct ac zaconnector:zivahub_uct_ac_za@1.0.0/metadata/dc/title