Datasets:
Mavic3M Anhumas Soybean Stink Bug Resistance Dataset 2026
Dataset Description
This dataset contains UAV imagery of soybean fields collected for stink bug (Nezara viridula / Euschistus heros) resistance research. Images were acquired using a DJI Mavic 3 Multispectral drone at 10 m flight altitude over experimental plots in Anhumas, São Paulo, Brazil, spanning 10 time points from January 14 to April 13, 2026.
Access is gated. Please submit an access request with your institutional affiliation and intended use. Approval is required before downloading.
Experimental Design
Two treatment conditions were compared across all time points:
| Condition | Folder suffix | Description |
|---|---|---|
| Treated | vcpcontrol |
Plots with insecticide application |
| Untreated | VCPnocontrol |
Control plots without treatment |
Each flight date includes one flight per treatment condition (2 folders per date, 20 folders total).
Data Collection
| Parameter | Details |
|---|---|
| Platform | DJI Mavic 3 Multispectral (Mavic 3M) |
| Flight altitude | 10 m AGL |
| Location | Anhumas, São Paulo, Brazil |
| Date range | January 14 – April 13, 2026 |
| Time points | 10 dates |
| Total size | ~450 GB |
Time Points
| # | Date |
|---|---|
| 1 | January 13, 2026 |
| 2 | January 19, 2026 |
| 3 | January 29, 2026 |
| 4 | February 4, 2026 |
| 5 | February 27, 2026 |
| 6 | March 17, 2026 |
| 7 | March 23, 2026 |
| 8 | March 30, 2026 |
| 9 | April 7, 2026 |
| 10 | April 13, 2026 |
Data Structure
Mavic3M_Anhumas/
├── DJI_YYYYMMDDHHMMSS_NNN_vcpcontrol10m/
│ ├── DJI_YYYYMMDDHHMMSS_NNNN_MS_G.TIF # Green band (560 nm)
│ ├── DJI_YYYYMMDDHHMMSS_NNNN_MS_R.TIF # Red band (650 nm)
│ ├── DJI_YYYYMMDDHHMMSS_NNNN_MS_RE.TIF # Red Edge band (730 nm)
│ ├── DJI_YYYYMMDDHHMMSS_NNNN_MS_NIR.TIF # Near-Infrared band (860 nm)
│ ├── RGB/
│ │ └── DJI_YYYYMMDDHHMMSS_NNNN_D.JPG # RGB downward camera
│ ├── *_PPKNAV.nav # PPK GNSS navigation file
│ ├── *_PPKOBS.obs # PPK GNSS observation file
│ ├── *_PPKRAW.bin # PPK raw GNSS data
│ └── *_Timestamp.MRK # Image timestamp markers
└── DJI_YYYYMMDDHHMMSS_NNN_VCPnocontrol10m/
└── (same structure as above)
Image Modalities
| Type | Format | Bands | Description |
|---|---|---|---|
| Multispectral | GeoTIFF (.TIF) | G, R, RE, NIR | 4 individual band images per capture |
| RGB | JPEG (.JPG) | R, G, B | Downward-facing visible camera |
Auxiliary Files
PPK (Post-Processing Kinematic) GNSS files are included for precise georeferencing of each flight:
.nav— Navigation/ephemeris data.obs— GNSS observation data (RINEX format).bin— Raw binary GNSS data.MRK— Image trigger timestamps for synchronization
File Naming Convention
Multispectral: DJI_YYYYMMDDHHMMSS_NNNN_MS_[BAND].TIF
RGB: DJI_YYYYMMDDHHMMSS_NNNN_D.JPG
YYYYMMDDHHMMSS— Acquisition datetimeNNNN— Sequential image number within the flight[BAND]— Spectral band:G,R,RE, orNIR
Intended Use
This dataset is intended for research on:
- UAV-based crop monitoring and phenotyping
- Multispectral vegetation index analysis (NDVI, NDRE, GNDVI, etc.)
- Detection of stink bug damage in soybean canopy
- Time-series analysis of treatment effects on soybean growth
Citation
If you use this dataset in your research, please cite accordingly. Citation information will be updated upon publication.
Contact
For access requests or questions, please contact the dataset owner via Hugging Face.
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