Article

Rodríguez-Rey, M., and G. Grenouillet. 2022. Disentangling the Drivers of the Sampling Bias of Freshwater Fish across Europe. Fishes 7: 383. https://doi.org/10.3390/fishes7060383

The Wallacean shortfall refers to the knowledge gap in biodiversity distributions. There is still limited knowledge for freshwater fish species despite the importance of focusing conservation efforts towards this group due to their alarming extinction risk and the increasing human pressure on freshwater ecosystems. Here, we addressed the Wallacean shortfall for freshwater fish faunas across Europe by using the completeness indicator derived from species accumulation curves to quantify the fish sampling efforts. The multiple potential drivers of completeness that were previously related to the sampling efforts for other species (i.e., population density, nature reserves, or distance to cities) were tested using a 10 × 10 km2 grid resolution, as well as environmental (e.g., climatic) factors. Our results suggested that although there was an overall spatial pattern at the European level, the completeness was highly country-dependent. Accessibility parameters explained the sampling efforts, as for other taxa. Likewise, climate factors were related to survey completeness, possibly pointing to the river conditions required for fish sampling. The survey effort map we provide can be used to optimize future sampling, aiming at filling the data gaps in undersampled regions like the eastern European countries, as well as to account for the current bias in any ecological modeling using such data, with important implications for conservation and management.

Collected Paguridae and identified Paguridae

Michel Adanson
Michel Adanson

April 07, 1727 – August 03, 1806

France

Sparidae

Collected Sparidae

Grigore Antipa
Grigore Antipa

November 27, 1867 – March 09, 1944

Romania

Acipenseridae

Collected Acipenseridae and identified Cyprinidae

Eugene K. Balon
Eugene K. Balon

August 01, 1930 – September 04, 2013

Canada; Czechoslovakia

Cyprinidae

Collected Cyprinidae and identified Cyprinidae

Alwin Berger
Alwin Berger

November 09, 1871 – April 21, 1931

Principality of Reuss-Gera; Weimar Republic

Asparagaceae

Collected Asparagaceae and identified Brachytheciaceae

Richard Biedermann-Imhoof

May 06, 1865 – July 06, 1926

Switzerland; Germany

Vespertilionidae

Collected Vespertilionidae

Hendrik Coenraad Blöte
Hendrik Coenraad Blöte

February 12, 1900 – January 20, 1990

Coccinellidae

Collected Coccinellidae and identified Coreidae

José Vicente Barbosa du Bocage
José Vicente Barbosa du Bocage

May 02, 1823 – November 03, 1907

Kingdom of Portugal

Vespertilionidae

Collected Vespertilionidae and identified Atractaspididae

Ioan Borcea
Ioan Borcea

January 13, 1879 – July 30, 1936

Romania

Gobiidae

Collected Gobiidae

Eugène Bourgeau
Eugène Bourgeau

1813 – February 21, 1877

France

Asteraceae

Collected Asteraceae and identified Poaceae

Pierre Marie Auguste Broussonet
Pierre Marie Auguste Broussonet

February 28, 1761 – July 27, 1807

France

Asteraceae

Collected Asteraceae and identified Apiaceae

Eugenia B. Böhlke

1929 – 2001

United States

Labrisomidae

Collected Labrisomidae and identified Muraenidae

Eugenius Warming
Eugenius Warming

November 03, 1840 – April 02, 1924

Kingdom of Denmark

Asteraceae

Collected Asteraceae and identified Vochysiaceae

Petre Mihai Bănărescu
Petre Mihai Bănărescu

September 15, 1921 – May 12, 2009

Romania

Cyprinidae

Collected Cyprinidae and identified Cyprinidae

Daniel M. Cohen

July 06, 1930 – September 27, 2017

United States

Labrisomidae

Collected Labrisomidae and identified Ophidiidae

James Edward Craddock

July 06, 1937 – June 07, 2009

Ophichthidae

Collected Ophichthidae and identified Myctophidae

Olivia Dabney

March 16, 1815 – September 09, 1888

United States

Sparidae

Collected Sparidae

Collected Cyprinidae and identified Cambaridae

François Ducloux

November 14, 1864 – January 08, 1945

France

Ranunculaceae

Collected Ranunculaceae

Georg Duncker

May 06, 1870 – July 28, 1953

Germany

Cyprinidae

Collected Cyprinidae and identified Cyprinidae

Collected Sebastidae and identified Scorpaenidae

Daniel Frederik Eschricht
Daniel Frederik Eschricht

March 18, 1798 – February 22, 1863

Kingdom of Denmark

Delphinidae

Collected Delphinidae

Laurits Martin Esmark
Laurits Martin Esmark

January 22, 1806 – December 14, 1884

Norway

Chrysomelidae

Collected Chrysomelidae and identified Trochilidae

Fang Fang Kullander

November 14, 1962 – May 19, 2010

Sweden

Cyprinidae

Collected Cyprinidae and identified Cyprinidae

Identified Percidae

Friedrich Hermann Otto Finsch
Friedrich Hermann Otto Finsch

August 08, 1839 – January 31, 1917

Kingdom of Prussia

Scincidae

Collected Scincidae

Pius Font i Quer
Pius Font i Quer

April 09, 1888 – January 02, 1964

Spain

Asteraceae

Collected Asteraceae and identified Fabaceae

Harald Elias Fries
Harald Elias Fries

December 27, 1878 – October 15, 1963

Sweden

Asteraceae

Collected Asteraceae and identified Poaceae

Bengt Fredrik Fries
Bengt Fredrik Fries

August 24, 1799 – April 07, 1839

Sweden

Pleuronectidae

Collected Pleuronectidae and identified Myxinidae

Joseph Paul Gaimard
Joseph Paul Gaimard

January 31, 1793 – December 10, 1858

France

Labridae

Collected Labridae and identified Pyuridae