Matches in SemOpenAlex for { <https://semopenalex.org/work/W4382866951> ?p ?o ?g. }
Showing items 1 to 71 of
71
with 100 items per page.
- W4382866951 abstract "The date of harvest is a management event critical to logistics, food availability, and modelling at regional, national, or global scales. While traditionally collected in farmer surveys, there is an opportunity to utilise yield monitor data which provides high-resolution, time-stamped and geolocated harvest information. This study classified 297 winter grain fields across 22 farms in eastern Australia between 2019-2021, with a moving window of Sentinel-2 imagery in a random forest model. Backwards elimination reduced 123 variables to 12, based on classification accuracy. Data was split 70-15-15% into calibration, test and validation datasets. The reduced model had a validated accuracy of 95.2% and a RMSE of 11.4 days. As this approach predicts using only publicly available imagery, it is readily scalable for end-users." @default.
- W4382866951 created "2023-07-02" @default.
- W4382866951 creator A5006597111 @default.
- W4382866951 creator A5030226792 @default.
- W4382866951 creator A5065067177 @default.
- W4382866951 date "2023-07-02" @default.
- W4382866951 modified "2023-09-25" @default.
- W4382866951 title "114. Sensing management from space: predicting harvest dates" @default.
- W4382866951 cites W2011475440 @default.
- W4382866951 cites W2098832930 @default.
- W4382866951 cites W2725897987 @default.
- W4382866951 cites W2984477129 @default.
- W4382866951 cites W3011499952 @default.
- W4382866951 cites W3025622517 @default.
- W4382866951 cites W3129600781 @default.
- W4382866951 cites W3196885897 @default.
- W4382866951 cites W3206133477 @default.
- W4382866951 doi "https://doi.org/10.3920/978-90-8686-947-3_114" @default.
- W4382866951 hasPublicationYear "2023" @default.
- W4382866951 type Work @default.
- W4382866951 citedByCount "0" @default.
- W4382866951 crossrefType "proceedings-article" @default.
- W4382866951 hasAuthorship W4382866951A5006597111 @default.
- W4382866951 hasAuthorship W4382866951A5030226792 @default.
- W4382866951 hasAuthorship W4382866951A5065067177 @default.
- W4382866951 hasConcept C105795698 @default.
- W4382866951 hasConcept C119857082 @default.
- W4382866951 hasConcept C121332964 @default.
- W4382866951 hasConcept C124101348 @default.
- W4382866951 hasConcept C165838908 @default.
- W4382866951 hasConcept C169258074 @default.
- W4382866951 hasConcept C205649164 @default.
- W4382866951 hasConcept C2779662365 @default.
- W4382866951 hasConcept C33923547 @default.
- W4382866951 hasConcept C39432304 @default.
- W4382866951 hasConcept C41008148 @default.
- W4382866951 hasConcept C48044578 @default.
- W4382866951 hasConcept C62520636 @default.
- W4382866951 hasConcept C62649853 @default.
- W4382866951 hasConcept C77088390 @default.
- W4382866951 hasConceptScore W4382866951C105795698 @default.
- W4382866951 hasConceptScore W4382866951C119857082 @default.
- W4382866951 hasConceptScore W4382866951C121332964 @default.
- W4382866951 hasConceptScore W4382866951C124101348 @default.
- W4382866951 hasConceptScore W4382866951C165838908 @default.
- W4382866951 hasConceptScore W4382866951C169258074 @default.
- W4382866951 hasConceptScore W4382866951C205649164 @default.
- W4382866951 hasConceptScore W4382866951C2779662365 @default.
- W4382866951 hasConceptScore W4382866951C33923547 @default.
- W4382866951 hasConceptScore W4382866951C39432304 @default.
- W4382866951 hasConceptScore W4382866951C41008148 @default.
- W4382866951 hasConceptScore W4382866951C48044578 @default.
- W4382866951 hasConceptScore W4382866951C62520636 @default.
- W4382866951 hasConceptScore W4382866951C62649853 @default.
- W4382866951 hasConceptScore W4382866951C77088390 @default.
- W4382866951 hasLocation W43828669511 @default.
- W4382866951 hasOpenAccess W4382866951 @default.
- W4382866951 hasPrimaryLocation W43828669511 @default.
- W4382866951 hasRelatedWork W1525643724 @default.
- W4382866951 hasRelatedWork W2067938758 @default.
- W4382866951 hasRelatedWork W2068236607 @default.
- W4382866951 hasRelatedWork W2302028273 @default.
- W4382866951 hasRelatedWork W2348925352 @default.
- W4382866951 hasRelatedWork W2364921833 @default.
- W4382866951 hasRelatedWork W2382623646 @default.
- W4382866951 hasRelatedWork W2388030554 @default.
- W4382866951 hasRelatedWork W2461970972 @default.
- W4382866951 hasRelatedWork W2899084033 @default.
- W4382866951 isParatext "false" @default.
- W4382866951 isRetracted "false" @default.
- W4382866951 workType "article" @default.