{"title":"Exploring Climate-Driven Mismatches Between Pollinator-Dependent Crops and Honeybees in Asia.","authors":"Ehsan Rahimi, Chuleui Jung","doi":"10.3390/biology14030234","DOIUrl":null,"url":null,"abstract":"<p><p>In Asia, <i>Apis cerana</i> (native) and <i>Apis mellifera</i> (introduced) are the primary managed honeybee species, vital for pollination and honey production. However, climate change and other threats are driving pollinator declines, while research on their ecology in Asia remains limited. Bridging these knowledge gaps is crucial for developing conservation strategies to sustain pollination services and agricultural systems in the region. In this study, we evaluated the potential impacts of climate change on the spatial interactions between two honeybee species (<i>A. cerana</i> and <i>A. mellifera</i>) and 20 pollinator-dependent crops across 23 countries in Asia. We used species distribution models (SDMs) to generate habitat suitability maps for both honeybees and crops under current and future climate scenarios (SSP585 for 2070). Schoener's D statistic was employed to quantify the spatial overlap, and a novel spatial approach was applied to create mismatch maps that identified areas of increased or decreased interactions. We found that, on average, <i>A. cerana</i> demonstrated higher overlap with 12 crops compared to 8 for <i>A. mellifera</i> in future projections. Key crops like sesame, eggplant, and mango retained strong overlaps with both pollinators, while mismatches were more pronounced for <i>A. cerana</i>, particularly with watermelon, strawberry, and buckwheat. In contrast, <i>A. mellifera</i> showed greater stability and resilience in spatial overlaps with crops such as soybean and sunflower. Overall, <i>A. cerana</i> is expected to face more significant spatial mismatches, highlighting its vulnerability to climate-induced changes and the critical need for targeted conservation efforts. This study highlights the urgent need for region-specific conservation strategies by identifying areas at risk of losing critical pollination services. Our results provide a crucial framework for informed management and policy interventions to safeguard pollination-dependent agricultural systems and biodiversity in Asia amidst accelerating environmental challenges.</p>","PeriodicalId":48624,"journal":{"name":"Biology-Basel","volume":"14 3","pages":""},"PeriodicalIF":3.6000,"publicationDate":"2025-02-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11939715/pdf/","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Biology-Basel","FirstCategoryId":"99","ListUrlMain":"https://doi.org/10.3390/biology14030234","RegionNum":3,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"BIOLOGY","Score":null,"Total":0}
引用次数: 0
Abstract
In Asia, Apis cerana (native) and Apis mellifera (introduced) are the primary managed honeybee species, vital for pollination and honey production. However, climate change and other threats are driving pollinator declines, while research on their ecology in Asia remains limited. Bridging these knowledge gaps is crucial for developing conservation strategies to sustain pollination services and agricultural systems in the region. In this study, we evaluated the potential impacts of climate change on the spatial interactions between two honeybee species (A. cerana and A. mellifera) and 20 pollinator-dependent crops across 23 countries in Asia. We used species distribution models (SDMs) to generate habitat suitability maps for both honeybees and crops under current and future climate scenarios (SSP585 for 2070). Schoener's D statistic was employed to quantify the spatial overlap, and a novel spatial approach was applied to create mismatch maps that identified areas of increased or decreased interactions. We found that, on average, A. cerana demonstrated higher overlap with 12 crops compared to 8 for A. mellifera in future projections. Key crops like sesame, eggplant, and mango retained strong overlaps with both pollinators, while mismatches were more pronounced for A. cerana, particularly with watermelon, strawberry, and buckwheat. In contrast, A. mellifera showed greater stability and resilience in spatial overlaps with crops such as soybean and sunflower. Overall, A. cerana is expected to face more significant spatial mismatches, highlighting its vulnerability to climate-induced changes and the critical need for targeted conservation efforts. This study highlights the urgent need for region-specific conservation strategies by identifying areas at risk of losing critical pollination services. Our results provide a crucial framework for informed management and policy interventions to safeguard pollination-dependent agricultural systems and biodiversity in Asia amidst accelerating environmental challenges.
期刊介绍:
Biology (ISSN 2079-7737) is an international, peer-reviewed, quick-refereeing open access journal of Biological Science published by MDPI online. It publishes reviews, research papers and communications in all areas of biology and at the interface of related disciplines. Our aim is to encourage scientists to publish their experimental and theoretical results in as much detail as possible. There is no restriction on the length of the papers. The full experimental details must be provided so that the results can be reproduced. Electronic files regarding the full details of the experimental procedure, if unable to be published in a normal way, can be deposited as supplementary material.