Matches in SemOpenAlex for { <https://semopenalex.org/work/W4221052126> ?p ?o ?g. }
- W4221052126 endingPage "1748" @default.
- W4221052126 startingPage "1724" @default.
- W4221052126 abstract "Argentina is one of the three most crucial soybean-producing countries in the world. Timely and accurate monitoring of the soybean planting area and its changes across the country is extremely important for global food security. This study effectively extracted the spatial-temporal nationwide soybean planting areas in Argentina from 2016 to 2019 based on the Google Earth Engine (GEE) and pixel-based machine learning method random forest. About 8000 soybean sampling points were gathered from the high spatial resolution imagery available on Google Earth. Comprehensive consideration of phenological period, monitoring area and imagery availability, multi-bands of Landsat 8 imagery and Normalized Difference Vegetation Index (NDVI) waverage annual temperatures range as used to map dynamics of nationwide soybean planting areas. The primary soybean planting areas were mapped between 2016 and 2019 and occupied 5.90%-6.76% of Argentina’s total land area. Soybean planting areas at the provincial level explained more than 84% of the variability in most years compared with those obtained from official statistics. The spatial distribution of primary soybean planting areas changed from 2016 to 2019 resulting in the shift of area-weighted centroids. Results showed that NDVI and NIR features calculated by the first three months’ composites contributed more to the classification. This study provides an effective way to retrieve the soybean planting area accurately and rapidly, especially when lacking chances for field measurement over a large spatial extent." @default.
- W4221052126 created "2022-04-03" @default.
- W4221052126 creator A5028676753 @default.
- W4221052126 creator A5035292711 @default.
- W4221052126 creator A5048050336 @default.
- W4221052126 creator A5065535334 @default.
- W4221052126 creator A5082943987 @default.
- W4221052126 date "2022-03-04" @default.
- W4221052126 modified "2023-10-16" @default.
- W4221052126 title "Mapping spatial-temporal nationwide soybean planting area in Argentina using Google Earth Engine" @default.
- W4221052126 cites W1507876262 @default.
- W4221052126 cites W1966845328 @default.
- W4221052126 cites W1968955602 @default.
- W4221052126 cites W1972226891 @default.
- W4221052126 cites W1979568597 @default.
- W4221052126 cites W1991861340 @default.
- W4221052126 cites W1994050572 @default.
- W4221052126 cites W1997919835 @default.
- W4221052126 cites W1998281138 @default.
- W4221052126 cites W1999009363 @default.
- W4221052126 cites W2001440241 @default.
- W4221052126 cites W2022485409 @default.
- W4221052126 cites W2038396734 @default.
- W4221052126 cites W2051060685 @default.
- W4221052126 cites W2055248879 @default.
- W4221052126 cites W2059411166 @default.
- W4221052126 cites W2062344389 @default.
- W4221052126 cites W2072305677 @default.
- W4221052126 cites W2076186394 @default.
- W4221052126 cites W2083482386 @default.
- W4221052126 cites W2099507093 @default.
- W4221052126 cites W2104687840 @default.
- W4221052126 cites W2110932976 @default.
- W4221052126 cites W2119879130 @default.
- W4221052126 cites W2126226085 @default.
- W4221052126 cites W2126902408 @default.
- W4221052126 cites W2142231247 @default.
- W4221052126 cites W2166808775 @default.
- W4221052126 cites W2176432844 @default.
- W4221052126 cites W2261059368 @default.
- W4221052126 cites W2290326488 @default.
- W4221052126 cites W2397355252 @default.
- W4221052126 cites W2438450043 @default.
- W4221052126 cites W2514863413 @default.
- W4221052126 cites W2516124419 @default.
- W4221052126 cites W2543672934 @default.
- W4221052126 cites W2555988103 @default.
- W4221052126 cites W2591129009 @default.
- W4221052126 cites W2592712793 @default.
- W4221052126 cites W2614926995 @default.
- W4221052126 cites W2725897987 @default.
- W4221052126 cites W2766727660 @default.
- W4221052126 cites W2793071393 @default.
- W4221052126 cites W2793327769 @default.
- W4221052126 cites W2810242891 @default.
- W4221052126 cites W2885406917 @default.
- W4221052126 cites W2890237414 @default.
- W4221052126 cites W2911964244 @default.
- W4221052126 cites W2917859805 @default.
- W4221052126 cites W2943472941 @default.
- W4221052126 cites W2946293204 @default.
- W4221052126 cites W2954366849 @default.
- W4221052126 cites W3004664049 @default.
- W4221052126 cites W3033496625 @default.
- W4221052126 cites W3088028382 @default.
- W4221052126 cites W3110517849 @default.
- W4221052126 cites W3199450499 @default.
- W4221052126 cites W3209089785 @default.
- W4221052126 cites W3210189606 @default.
- W4221052126 cites W561088580 @default.
- W4221052126 doi "https://doi.org/10.1080/01431161.2022.2049913" @default.
- W4221052126 hasPublicationYear "2022" @default.
- W4221052126 type Work @default.
- W4221052126 citedByCount "2" @default.
- W4221052126 countsByYear W42210521262022 @default.
- W4221052126 countsByYear W42210521262023 @default.
- W4221052126 crossrefType "journal-article" @default.
- W4221052126 hasAuthorship W4221052126A5028676753 @default.
- W4221052126 hasAuthorship W4221052126A5035292711 @default.
- W4221052126 hasAuthorship W4221052126A5048050336 @default.
- W4221052126 hasAuthorship W4221052126A5065535334 @default.
- W4221052126 hasAuthorship W4221052126A5082943987 @default.
- W4221052126 hasConcept C100970517 @default.
- W4221052126 hasConcept C106131492 @default.
- W4221052126 hasConcept C140779682 @default.
- W4221052126 hasConcept C142724271 @default.
- W4221052126 hasConcept C1549246 @default.
- W4221052126 hasConcept C160633673 @default.
- W4221052126 hasConcept C168741863 @default.
- W4221052126 hasConcept C205649164 @default.
- W4221052126 hasConcept C25989453 @default.
- W4221052126 hasConcept C2776133958 @default.
- W4221052126 hasConcept C2777016058 @default.
- W4221052126 hasConcept C2780376076 @default.
- W4221052126 hasConcept C31972630 @default.
- W4221052126 hasConcept C39432304 @default.
- W4221052126 hasConcept C41008148 @default.
- W4221052126 hasConcept C51417038 @default.