<HashMap><database>biostudies-literature</database><scores/><additional><submitter>Yang Q</submitter><funding>National Science and Technology Fundamental Resources Investigation Program of China</funding><pagination>1054</pagination><full_dataset_link>https://www.ebi.ac.uk/biostudies/studies/S-EPMC9695074</full_dataset_link><repository>biostudies-literature</repository><omics_type>Unknown</omics_type><volume>13(11)</volume><pubmed_abstract>Tipulidae, one of the most diverse families of Diptera, is widely distributed in the world. The adults have weak flight ability, making it an ideal model for studying the formation of insect diversity. This study aims to explore the species diversity and endemism of Tipulidae in the Qinghai-Tibet Plateau and the surrounding areas, as well as analyze the relationships between the diversity pattern and 25 environmental factors in mountainous and non-mountainous regions. To this end, we collected 2589 datasets for the distribution of 1219 Tipulidae species, and found three areas with high diversities of Tipulidae around the QTP, including the Sikkim-Yadong area, Kamen River Basin, and Gongga Mountain. Further R, generalized additive model (GAM), and stepwise multiple regression analysis indic</pubmed_abstract><journal>Insects</journal><pubmed_title>The Effect of Environmental Factors on the Diversity of Crane Flies (Tipulidae) in Mountainous and Non-Mountainous Regions of the Qinghai-Tibet Plateau and Surrounding Areas.</pubmed_title><pmcid>PMC9695074</pmcid><funding_grant_id>2019FY100400</funding_grant_id><pubmed_authors>Liu X</pubmed_authors><pubmed_authors>Wang M</pubmed_authors><pubmed_authors>Chen W</pubmed_authors><pubmed_authors>Yang Q</pubmed_authors><pubmed_authors>Qian L</pubmed_authors><pubmed_authors>Yang D</pubmed_authors></additional><is_claimable>false</is_claimable><name>The Effect of Environmental Factors on the Diversity of Crane Flies (Tipulidae) in Mountainous and Non-Mountainous Regions of the Qinghai-Tibet Plateau and Surrounding Areas.</name><description>Tipulidae, one of the most diverse families of Diptera, is widely distributed in the world. The adults have weak flight ability, making it an ideal model for studying the formation of insect diversity. This study aims to explore the species diversity and endemism of Tipulidae in the Qinghai-Tibet Plateau and the surrounding areas, as well as analyze the relationships between the diversity pattern and 25 environmental factors in mountainous and non-mountainous regions. To this end, we collected 2589 datasets for the distribution of 1219 Tipulidae species, and found three areas with high diversities of Tipulidae around the QTP, including the Sikkim-Yadong area, Kamen River Basin, and Gongga Mountain. Further R, generalized additive model (GAM), and stepwise multiple regression analysis indic</description><dates><release>2022-01-01T00:00:00Z</release><publication>2022 Nov</publication><modification>2025-04-19T14:43:34.478Z</modification><creation>2025-04-19T14:43:34.478Z</creation></dates><accession>S-EPMC9695074</accession><cross_references><pubmed>36421956</pubmed><doi>10.3390/insects13111054</doi></cross_references></HashMap>