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
- DOI doi.org/10.6084/m9.figshare.34023369.v1 ↗
DOI / persistent id · from zivahub uct ac za
Catalogue records · 1
- OAI-PMH record api.figshare.com/v2/oai?verb=GetRecord&metadataPrefix=oai_dc&identifier=oai%3Af… ↗
metadata API · from zivahub uct ac za
Topics
- From keywords
- Astronomy & Astrophysics · Chemistry · Chemistry · Computer Science & AI · Computer Science & AI · Earth & Environmental Science · Earth & Environmental Science · Earth & Environmental Science · Earth & Environmental Science · Earth & Environmental Science · Economics & Finance · Economics & Finance · Engineering · Engineering · Engineering · Engineering · Engineering · Humanities · Humanities · Humanities · Life Sciences · Life Sciences · Life Sciences · Life Sciences · Life Sciences · Materials Science · Mathematics & Statistics · Medicine & Health · Medicine & Health · Ocean & Atmospheric Science · Photogrammetry and remote sensing · Photogrammetry and remote sensing · Photogrammetry and remote sensing · Photogrammetry and remote sensing · Photogrammetry and remote sensing · Psychology & Behavioral Science · Satellite remote sensing · Satellite remote sensing · Satellite remote sensing · Satellite remote sensing · Satellite remote sensing · Social Science · Social Science · Social Science
Provenance · 5 source records, 51 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| ZivaHub | oai:figshare.com:article/34023369 | 11 d ago | JSON v1 |
| HKU DataHub | oai:figshare.com:article/34023369 | 11 d ago | JSON v1 |
| figshare | oai:figshare.com:article/34023369 | 10 d ago | JSON v1 |
| Loughborough Research Repository | oai:figshare.com:article/34023369 | 10 d ago | JSON v1 |
| UP Research Data Repository | oai:figshare.com:article/34023369 | 10 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| access_level | source · zivahub uct ac za | connector:zivahub_uct_ac_za@1.0.0 | |
| concepts[disease].local:disease:disease | enrichment · zivahub uct ac za | keyword-concept-rules@1.0.0 | title+description (75%) |
| concepts[field].anzsrc:field:401304 | mapping · figshare com | vocabulary-mapper@1.0.0 | keywords['Remote sensing'] |
| concepts[field].anzsrc:field:401304 | mapping · repository lboro ac uk | vocabulary-mapper@1.0.0 | keywords['Remote sensing'] |
| concepts[field].anzsrc:field:401304 | mapping · zivahub uct ac za | vocabulary-mapper@1.0.0 | keywords['Remote sensing'] |
| concepts[field].anzsrc:field:401304 | mapping · researchdata up ac za | vocabulary-mapper@1.0.0 | keywords['Remote sensing'] |
| concepts[field].anzsrc:field:401304 | mapping · datahub hku hk | vocabulary-mapper@1.0.0 | keywords['Remote sensing'] |
| concepts[field].local:field:astronomy | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:chemistry | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:chemistry | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:computer-science-ai | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:computer-science-ai | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:earth-environmental | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:earth-environmental | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:earth-environmental | mapping · datahub hku hk | connector:datahub_hku_hk@1.0.0 | |
| concepts[field].local:field:earth-environmental | mapping · researchdata up ac za | connector:researchdata_up_ac_za@1.0.0 | |
| concepts[field].local:field:earth-environmental | mapping · zivahub uct ac za | connector:zivahub_uct_ac_za@1.0.0 | |
| concepts[field].local:field:economics-finance | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:economics-finance | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:engineering | mapping · researchdata up ac za | connector:researchdata_up_ac_za@1.0.0 | |
| concepts[field].local:field:engineering | mapping · zivahub uct ac za | connector:zivahub_uct_ac_za@1.0.0 | |
| concepts[field].local:field:engineering | mapping · datahub hku hk | connector:datahub_hku_hk@1.0.0 | |
| concepts[field].local:field:engineering | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:engineering | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:humanities | mapping · researchdata up ac za | connector:researchdata_up_ac_za@1.0.0 | |
| concepts[field].local:field:humanities | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:humanities | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:life-sciences | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:life-sciences | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:life-sciences | mapping · datahub hku hk | connector:datahub_hku_hk@1.0.0 | |
| concepts[field].local:field:life-sciences | mapping · researchdata up ac za | connector:researchdata_up_ac_za@1.0.0 | |
| concepts[field].local:field:life-sciences | mapping · zivahub uct ac za | connector:zivahub_uct_ac_za@1.0.0 | |
| concepts[field].local:field:materials-science | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:mathematics-statistics | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:medicine-health | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:medicine-health | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:ocean-atmospheric | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:psychology-behavioral | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:social-science | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:social-science | mapping · researchdata up ac za | connector:researchdata_up_ac_za@1.0.0 | |
| concepts[field].local:field:social-science | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[modality].local:modality:image | enrichment · zivahub uct ac za | keyword-concept-rules@1.0.0 | title+description (75%) |
| concepts[modality].local:modality:remote-sensing | mapping · zivahub uct ac za | vocabulary-mapper@1.0.0 | keywords['Remote sensing'] |
| concepts[modality].local:modality:remote-sensing | mapping · datahub hku hk | vocabulary-mapper@1.0.0 | keywords['Remote sensing'] |
| concepts[modality].local:modality:remote-sensing | mapping · repository lboro ac uk | vocabulary-mapper@1.0.0 | keywords['Remote sensing'] |
| concepts[modality].local:modality:remote-sensing | mapping · figshare com | vocabulary-mapper@1.0.0 | keywords['Remote sensing'] |
| concepts[modality].local:modality:remote-sensing | mapping · researchdata up ac za | vocabulary-mapper@1.0.0 | keywords['Remote sensing'] |
| description | source · zivahub uct ac za | connector:zivahub_uct_ac_za@1.0.0 | /metadata/dc/description |
| license | source · zivahub uct ac za | connector:zivahub_uct_ac_za@1.0.0 | /metadata/dc/rights |
| publication_date | source · zivahub uct ac za | connector:zivahub_uct_ac_za@1.0.0 | |
| title | source · zivahub uct ac za | connector:zivahub_uct_ac_za@1.0.0 | /metadata/dc/title |