Global EPTO Database
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Comprehensive table including all the occurrence records of the Global EPTO Database. Main type of variables contained: A total of 8,368,467 occurrence records globally, of which 8,319,689 (99%) are publicly available. Each record is attributed to the corresponding drainage basin and sub-catchment based on the high-resolution Hydrography90m dataset and is accompanied by the elevation value of its location based on the MERIT Hydro Digital Elevation Model. In addition, we added for each record the information regarding the respective freshwater ecoregion and protected area status. Spatial location and grain: The database covers the global spatial extent, with 86% of the observation records having coordinates with at least four decimal digits, corresponding to a 11.1 m precision at the equator, in the WGS84 coordinate reference system. Time period and grain: Sampling years span from 1951 to 2021. 99% of the records have information on the year of the observation, 95% on the year and month, while 94% have a complete date, including the day of observation. In the case of 7 sub-datasets, exact dates can be retrieved upon communication with the individual data contributors. Major taxa and level of measurement: Ephemeroptera, Plecoptera, Trichoptera and Odonata at the genus taxonomic level.We provide species names for 7,727,980 (93%) records without further taxonomic verification. 50 datasets are included in the file 'Global_EPTO_Database.csv' (zipped). The link to each individual dataset is available in the 'Table_S1.pdf' and in the column ‘FRED_link-DOI’ within the dataset. The 'Table_S1.pdf' can be also found in the Supplementary Material of the publication, in .xlsx format. The whole dataset is visualised in https://geo.igb-berlin.de/ (links can be found in the field "<strong>GeoNode references/GeoNode maps</strong>") below. For individual dataset visualisation, a link to https://geo.igb-berlin.de/ can be found in the field ‘GeoNode references’ in the FRED entry of each dataset. Authors: Afroditi Grigoropoulou, Suhaila Ab Hamid, Raúl Acosta, Emmanuel Olusegun Akindele, Salman A. Al-Shami, Florian Altermatt, Giuseppe Amatulli, David G. Angeler, Francis O. Arimoro, Jukka Aroviita, Anna Astorga-Roine, Rafael Costa Bastos, Núria Bonada, Nikos Buckas, Cecilia Brand, Vanessa Bremerich, Alex Bush, Qinghua Cai, Marcos Callisto, Kai Chen, Paulo Vilela Cruz, Olivier Dangles, Russell Death, Xiling Deng, Eduardo Domínguez, David Dudgeon, Tor Erik Eriksen, Ana Paula Justino Faria, Maria João Feio, Camino Fernández-Aláez, Mathieu Floury, Francisco García-Criado, Jorge García-Girón, Wolfram Graf, Mira Gronroos, Peter Haase, Neusa Hamada, Fengzhi He, Jani Heino, Ralph Holzenthal, Kaisa-Leena Huttunen, Dean Jacobsen, Sonja C. Jähnig, Walter Jetz, Richard K. Johnson, Leandro Juen, Vincent Kalkman, Vassiliki Kati, Unique N. Keke, Ricardo Koroiva, Mathias Kuemmerlen, Simone Daniela Langhans, Raphael Ligeiro, Kris Van Looy, Alain Maasri, Richard Marchant, Jaime Ricardo Garcia Marquez, Renato Tavares Martins, Adriano S. Melo, Leon Metzeling, Maria Laura Miserendino, S. Jannicke Moe, Carlos Molineri, Timo Muotka, Kaisa-Riikka Mustonen, Heikki Mykrä, Jeane Marcelle Cavalcante do Nascimento, Francisco Valente-Neto, Peter J. Neu, Carolina Nieto, Steffen U. Pauls, Dennis R. Paulson, Blanca Rios-Touma, Marciel Elio Rodrigues, Fabio de Oliveira Roque, Juan Carlos Salazar Salina, Schmera Dénes, Astrid Schmidt-Kloiber, Deep Narayan Shah, John P. Simaika, Tadeu Siqueira, Ram Devi Tachamo-Shah, Günther Theischinger, Ross Thompson, Jonathan D. Tonkin,, Yusdiel Torres-Cambas, Colin Townsend, Eren Turak, Laura Twardochleb, Beixin Wang, Liubov Yanygina, Carmen Zamora-Muñoz and Sami Domisch All the metadata details are available in the FRED entries of the individual datasets.
本数据集为涵盖全球EPTO数据库（Global EPTO Database）全部物种出现记录的综合表格。包含的主要变量类型如下：全球范围内共计8,368,467条出现记录，其中8,319,689条（占比99%）可公开获取。每条记录均基于高分辨率Hydrography90m数据集匹配至对应的流域与子汇水区，并附带基于MERIT Hydro数字高程模型（MERIT Hydro Digital Elevation Model）计算的点位高程值。此外，每条记录还补充了对应淡水生态区与保护地状态的相关信息。 空间范围与粒度：本数据库覆盖全球空间范围，其中86%的观测记录坐标保留至少四位小数，在WGS84坐标系下于赤道处对应的定位精度为11.1米。 时间范围与粒度：采样年份跨度为1951年至2021年。其中99%的记录包含观测年份信息，95%的记录包含观测年月信息，另有94%的记录包含完整观测日期（含观测日）。针对7个子数据集，可通过联系各数据贡献者获取确切日期。 主要分类阶元与测量水平：本数据集涵盖蜉蝣目（Ephemeroptera）、襀翅目（Plecoptera）、毛翅目（Trichoptera）与蜻蜓目（Odonata），分类阶元为属级。我们为7,727,980条（占比93%）记录提供了物种名，但未进行进一步的分类学验证。 压缩文件'Global_EPTO_Database.csv'中共包含50个子数据集。各子数据集的链接可在'Table_S1.pdf'以及数据集内的‘FRED_link-DOI’列中获取。'Table_S1.pdf'及其.xlsx格式版本均可在论文的补充材料中找到。 整个数据集的可视化页面位于https://geo.igb-berlin.de/，相关链接可在下方的"<strong>GeoNode references/GeoNode maps</strong>"字段中找到。针对单个子数据集的可视化，可在各数据集的FRED条目的‘GeoNode 参考资料’字段中获取指向https://geo.igb-berlin.de/的链接。 作者名单如下：Afroditi Grigoropoulou、Suhaila Ab Hamid、Raúl Acosta、Emmanuel Olusegun Akindele、Salman A. Al-Shami、Florian Altermatt、Giuseppe Amatulli、David G. Angeler、Francis O. Arimoro、Jukka Aroviita、Anna Astorga-Roine、Rafael Costa Bastos、Núria Bonada、Nikos Buckas、Cecilia Brand、Vanessa Bremerich、Alex Bush、Qinghua Cai、Marcos Callisto、Kai Chen、Paulo Vilela Cruz、Olivier Dangles、Russell Death、Xiling Deng、Eduardo Domínguez、David Dudgeon、Tor Erik Eriksen、Ana Paula Justino Faria、Maria João Feio、Camino Fernández-Aláez、Mathieu Floury、Francisco García-Criado、Jorge García-Girón、Wolfram Graf、Mira Gronroos、Peter Haase、Neusa Hamada、Fengzhi He、Jani Heino、Ralph Holzenthal、Kaisa-Leena Huttunen、Dean Jacobsen、Sonja C. Jähnig、Walter Jetz、Richard K. Johnson、Leandro Juen、Vincent Kalkman、Vassiliki Kati、Unique N. Keke、Ricardo Koroiva、Mathias Kuemmerlen、Simone Daniela Langhans、Raphael Ligeiro、Kris Van Looy、Alain Maasri、Richard Marchant、Jaime Ricardo Garcia Marquez、Renato Tavares Martins、Adriano S. Melo、Leon Metzeling、Maria Laura Miserendino、S. Jannicke Moe、Carlos Molineri、Timo Muotka、Kaisa-Riikka Mustonen、Heikki Mykrä、Jeane Marcelle Cavalcante do Nascimento、Francisco Valente-Neto、Peter J. Neu、Carolina Nieto、Steffen U. Pauls、Dennis R. Paulson、Blanca Rios-Touma、Marciel Elio Rodrigues、Fabio de Oliveira Roque、Juan Carlos Salazar Salina、Schmera Dénes、Astrid Schmidt-Kloiber、Deep Narayan Shah、John P. Simaika、Tadeu Siqueira、Ram Devi Tachamo-Shah、Günther Theischinger、Ross Thompson、Jonathan D. Tonkin、Yusdiel Torres-Cambas、Colin Townsend、Eren Turak、Laura Twardochleb、Beixin Wang、Liubov Yanygina、Carmen Zamora-Muñoz 及 Sami Domisch。所有元数据详情均可在各子数据集的FRED条目中获取。
