RRC ID 76787
著者 Borges CE, Von Dos Santos Veloso R, da Conceição CA, Mendes DS, Ramirez-Cabral NY, Shabani F, Shafapourtehrany M, Nery MC, da Silva RS.
タイトル Forecasting Brassica napus production under climate change with a mechanistic species distribution model.
ジャーナル Sci Rep
Abstract Brassica napus, a versatile crop with significant socioeconomic importance, serves as a valuable source of nutrition for humans and animals while also being utilized in biodiesel production. The expansion potential of B. napus is profoundly influenced by climatic variations, yet there remains a scarcity of studies investigating the correlation between climatic factors and its distribution. This research employs CLIMEX to identify the current and future ecological niches of B. napus under the RCP 8.5 emission scenario, utilizing the Access 1.0 and CNRM-CM5 models for the time frame of 2040-2059. Additionally, a sensitivity analysis of parameters was conducted to determine the primary climatic factors affecting B. napus distribution and model responsiveness. The simulated outcomes demonstrate a satisfactory alignment with the known current distribution of B. napus, with 98% of occurrence records classified as having medium to high climatic suitability. However, the species displays high sensitivity to thermal parameters, thereby suggesting that temperature increases could trigger shifts in suitable and unsuitable areas for B. napus, impacting regions such as Canada, China, Brazil, and the United States.
巻・号 13(1)
ページ 12656
公開日 2023-8-4
DOI 10.1038/s41598-023-38910-3
PII 10.1038/s41598-023-38910-3
PMID 37542082
PMC PMC10403512
MeSH Animals Brassica napus* Brazil Climate Change Ecosystem Forecasting Humans
IF 3.998
リソース情報
GBIF Plant Specimens of The Cattle Museum Spermatophyte collection of Himeji City Science Museum Plant specimens of Toyota City Nature Sanctuary Spermatophyta Specimens of Kawasaki Municipal Science Museum Plant specimens of Otaru Museum Plant specimens of Horaiji-san Museum of Natural History Toji K. collection Herbaceous and arboreous plants list on the Komaba Campus of University of Tokyo, Japan Vascular plant specimens of Akita Prefectural Museum Vascular plants database of Atsugi City Museum Herbarium, University Archives and Collections, Fukushima University, Japan (FKSE) Vascular Plant Collection of Natural History Museum and Institute, Chiba Herbarium Specimens of Museum of Nature and Human Activities, Hyogo Pref., Japan Spermatophyta collection of Museum of Natural and Environmental History, Shizuoka Ibaraki Nature Museum, Vascular Plants collection Vascular plant specimens of National Museum of Nature and Science (TNS) Plant Specimens of Kurashiki Museum of Natural History Herbarium Specimens of Tokushima Prefectural Museum, Japan Herbarium of Kitakyushu Museum of Natural History and Human History Spermatophyta specimens of Iwate Prefectural Museum Vascular Plants Collection of Sagamihara City Museum Plant specimens in the Museum of Nature and Human Activities, Hyogo Prefecture, Japan Plant specimens of Taga Town Museum, Shiga Pref., Japan Plant specimens deposited in Osaka Museum of Natural History, Japan Vascular Plant Specimens of Kochi Prefectural Makino Botanical Garden Plant Specimens of The Shimane Nature Museum of Mt. Sanbe Vascular Plant Specimen database of Kanagawa Prefectural Museum of Natural History Gunma Museum of Natural History, Vascular Plant Specimen Vascular plants collection of Hiratsuka City Museum Plant specimens of Kushiro City Museum Plant specimens of Bihoro Museum Herbarium of Shinshu University Plant specimens of Parthenon Tama Museum (PTHM) Vascular plant specimens of Nagano Environmental Conservation Research Institute, Nagano Prefecture Vascular plant specimens of Toyama Science Museum