Data · dataset · 2024
CROP GROWTH AND YIELD MONITORING IN SMALLHOLDER AGRICULTURAL SYSTEMS: A MULTI-SENSOR DATA FUSION APPROACH
Listed in DANS Data Station Physical and Technical Sciences
LAI, yield and crop calendar information was collected from rice and maize sample fields.
Description
This dataset contains the measurements at locations within the fields and the averages per study field. The ground data was used for calibration and validation of phenology, detection, LAI, and yield estimation from the EO data.
In addition to the ground datasets, LAI, crop phenometrics and yield were derived from the Landsat-MODIS data fusion and MODIS datasets. The processing procedure to derive these outputs are outlined in the four manuscripts published in this PhD thesis and a brief description is included in the readme. The project includes four research chapters published in ISI journals 1.
Read the rest (3 more)
Sisheber, B., M. Marshall, D. Ayalew & A. Nelson (2022) Tracking crop phenology in a highly dynamic landscape with knowledge-based Landsat–MODIS data fusion. International Journal of Applied Earth Observation and Geoinformation, 106, 102670. 2. Sisheber, B., M. Marshall, D. Mengistu & A. Nelson (2023) Detecting the long-term spatiotemporal crop phenology changes in a highly fragmented agricultural landscape.
Agricultural and Forest Meteorology, 340, 109601. 3. Sisheber, B., Marshall, M., Mengistu, D., and Nelson, A. (2023). Assimilation of Earth Observation data for crop yield estimation in smallholder agricultural systems.
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 1-17, 10.1109/jstars.2023.3329237 4. Sisheber, B., M. Marshall, D. Mengistu & A. Nelson. The influence of temporal resolution on crop yield estimation with Earth Observation data assimilation (under review).
Links
Where it is published
- Dataverse dataset page phys-techsciences.datastations.nl/dataset.xhtml?persistentId=doi%3A10.17026%2FPT%2FPVCRIL ↗
landing page · from phys techsciences datastations nl
- DOI doi.org/10.17026/pt/pvcril ↗
DOI / persistent id · from phys techsciences datastations nl
Catalogue records · 1
- Dataverse API phys-techsciences.datastations.nl/api/datasets/:persistentId/?persistentId=doi%3A10.17026%2FPT%2… ↗
metadata API · from phys techsciences datastations nl
Topics
- Stated by source
- Agricultural Sciences · Earth and Environmental Sciences
- From keywords
- Earth & Environmental Science · Life Sciences
- Inferred from text
- Agricultural production systems simulation 77% · Satellite remote sensing 65%
Provenance · 1 source records, 12 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| DANS Data Station Physical and Technical Sciences | doi:10.17026/PT/PVCRIL | 10 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| concepts[field].anzsrc:field:300205 | enrichment · phys techsciences datastations nl | taxonomy-embedding@1.1.0 | title+keywords+description (77%) |
| concepts[field].dataverse_subject:agricultural-sciences | source · phys techsciences datastations nl | connector:phys_techsciences_datastations_nl@1.0.0 | /subjects |
| concepts[field].dataverse_subject:earth-and-environmental-sciences | source · phys techsciences datastations nl | connector:phys_techsciences_datastations_nl@1.0.0 | /subjects |
| concepts[field].local:field:earth-environmental | mapping · phys techsciences datastations nl | connector:phys_techsciences_datastations_nl@1.0.0 | /subjects |
| concepts[field].local:field:life-sciences | mapping · phys techsciences datastations nl | connector:phys_techsciences_datastations_nl@1.0.0 | /subjects |
| concepts[modality].local:modality:remote-sensing | enrichment · phys techsciences datastations nl | keyword-concept-rules@1.0.0 | title+description (65%) |
| created_date | source · phys techsciences datastations nl | connector:phys_techsciences_datastations_nl@1.0.0 | |
| description | source · phys techsciences datastations nl | connector:phys_techsciences_datastations_nl@1.0.0 | /description |
| publication_date | source · phys techsciences datastations nl | connector:phys_techsciences_datastations_nl@1.0.0 | |
| title | source · phys techsciences datastations nl | connector:phys_techsciences_datastations_nl@1.0.0 | /name |
| updated_date | source · phys techsciences datastations nl | connector:phys_techsciences_datastations_nl@1.0.0 | |
| version_label | source · phys techsciences datastations nl | connector:phys_techsciences_datastations_nl@1.0.0 |