Skip to main content

Advertisement

Log in

Building capacity in biodiversity monitoring at the global scale

  • Review Paper
  • Published:
Biodiversity and Conservation Aims and scope Submit manuscript

Abstract

Human-driven global change is causing ongoing declines in biodiversity worldwide. In order to address these declines, decision-makers need accurate assessments of the status of and pressures on biodiversity. However, these are heavily constrained by incomplete and uneven spatial, temporal and taxonomic coverage. For instance, data from regions such as Europe and North America are currently used overwhelmingly for large-scale biodiversity assessments due to lesser availability of suitable data from other, more biodiversity-rich, regions. These data-poor regions are often those experiencing the strongest threats to biodiversity, however. There is therefore an urgent need to fill the existing gaps in global biodiversity monitoring. Here, we review current knowledge on best practice in capacity building for biodiversity monitoring and provide an overview of existing means to improve biodiversity data collection considering the different types of biodiversity monitoring data. Our review comprises insights from work in Africa, South America, Polar Regions and Europe; in government-funded, volunteer and citizen-based monitoring in terrestrial, freshwater and marine ecosystems. The key steps to effectively building capacity in biodiversity monitoring are: identifying monitoring questions and aims; identifying the key components, functions, and processes to monitor; identifying the most suitable monitoring methods for these elements, carrying out monitoring activities; managing the resultant data; and interpreting monitoring data. Additionally, biodiversity monitoring should use multiple approaches including extensive and intensive monitoring through volunteers and professional scientists but also harnessing new technologies. Finally, we call on the scientific community to share biodiversity monitoring data, knowledge and tools to ensure the accessibility, interoperability, and reporting of biodiversity data at a global scale.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1
Fig. 2
Fig. 3

Similar content being viewed by others

References

  • Anderson S (2002) Identifying important plant areas: a site selection manual for Europe, and a basis for developing guidelines for other regions of the world. A site selection manual for Europe, and a basis for developing guidelines for other regions of the world Plantlife International, London

  • Andrews C (2013) Zoos of the future [Design Zoos]. Eng Technol 8:68–71

    Article  Google Scholar 

  • Asner GP, Martin RE, Tupayachi R, Emerson R, Martinez P, Sinca F, Powell GV, Wright SJ, Lugo AE (2011) Taxonomy and remote sensing of leaf mass per area (LMA) in humid tropical forests. Ecol App 21:85–98

    Article  Google Scholar 

  • Barber-Meyer SM, Kooyman GL, Ponganis PJ (2007) Estimating the relative abundance of emperor penguins at inaccessible colonies using satellite imagery. Polar Biol 30:1565–1570

    Article  Google Scholar 

  • Barber-Meyer S, Kooyman G, Ponganis P (2008) Trends in western Ross Sea emperor penguin chick abundances and their relationships to climate. Antarct Sci 20:3–11

    Article  Google Scholar 

  • Basset Y, Novotny V, Miller SE, Weiblen GD, Missa O, Stewart AJ (2004) Conservation and biological monitoring of tropical forests: the role of parataxonomists. J Appl Ecol 41:163–174

    Article  Google Scholar 

  • Bell S, Marzano M, Cent J, Kobierska H, Podjed D, Vandzinskaite D, Reinert H, Armaitiene A, Grodzińska-Jurczak M, Muršič R (2008) What counts? Volunteers and their organisations in the recording and monitoring of biodiversity. Biodivers Cons 17:3443–3454

    Article  Google Scholar 

  • Benedetti-Cecchi L, Airoldi L, Fraschetti S, Terlizzi A (2003) Experimental methods for the assessment of anthropogenic impact on assemblages and coastal marine environments. Biol Mar Mediterr 11:457–479

    Google Scholar 

  • Böhm M, Collen B (2015) Toward equality of biodiversity knowledge through technology transfer. Conserv Biol 29:1290–1302

    Article  PubMed  Google Scholar 

  • Bohmann K, Evans A, Gilbert MTP, Carvalho GR, Creer S, Knapp M, Douglas WY, de Bruyn M (2014) Environmental DNA for wildlife biology and biodiversity monitoring. Trends Ecol Evol 29:358–367

    Article  PubMed  Google Scholar 

  • Bourgeois W, Romain A-C, Nicolas J, Stuetz RM (2003) The use of sensor arrays for environmental monitoring: interests and limitations. J Environ Monit 5:852–860. doi:10.1039/B307905H

    Article  CAS  PubMed  Google Scholar 

  • Butchart SH, Walpole M, Collen B, van Strien A, Scharlemann JrP, Almond RE, Baillie JE, Bomhard B, Brown C, Bruno J (2010) Global biodiversity: indicators of recent declines. Science 328:1164–1168

    Article  CAS  PubMed  Google Scholar 

  • Cardoso P, Erwin TL, Borges PA, New TR (2011) The seven impediments in invertebrate conservation and how to overcome them. Biol Conserv 144:2647–2655

    Article  Google Scholar 

  • Casanovas P, Lynch HJ, Fagan WF (2013) Multi-scale patterns of moss and lichen richness on the Antarctic Peninsula. Ecography 36:209–219

    Article  Google Scholar 

  • Chandler M, See L, Copas K, Bonde AMZ, López BC, Danielsen F, Legind JK, Masinde S, Miller- Rushing AJ, Newman G, Rosemartin A, Turak E (2016) Contribution of citizen science towards international biodiversity monitoring. Biol Conserv. doi:10.1016/j.biocon.2016.09.004

  • Collen BEN, Loh J, Whitmee S, McRae L, Amin R, Baillie JEM (2009) Monitoring change in vertebrate abundance: the living planet index. Conserv Biol 23:317–327. doi:10.1111/j.1523-1739.2008.01117.x

    Article  PubMed  Google Scholar 

  • Costa FRC, Magnusson WE (2010) The need for large-scale, integrated studies of biodiversity—the experience of the Program for Biodiversity Research in Brazilian Amazonia. Nat Conserv 8:3–12

    Article  Google Scholar 

  • Costello MJ, Coll M, Danovaro R, Halpin P, Ojaveer H, Miloslavich P (2010) A census of marine biodiversity knowledge, resources, and future challenges. PLoS ONE 5:e12110

    Article  PubMed  PubMed Central  CAS  Google Scholar 

  • Costello MJ, Appeltans W, Bailly N, Berendsohn WG, de Jong Y, Edwards M, Froese R, Huettmann F, Los W, Mees J, Segers H, Bisby FA (2013a) Strategies for the sustainability of online open-access biodiversity databases. Biol Conserv 173:155–165

    Article  Google Scholar 

  • Costello MJ, Bouchet P, Boxshall G, Fauchald K, Gordon D, Hoeksema BW, Poore GC, van Soest RW, Stöhr S, Walter TC (2013b) Global coordination and standardisation in marine biodiversity through the World Register of Marine Species (WoRMS) and related databases. PLoS ONE 8:e51629

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Costello MJ, Archambault P, Chavanich S, Miloslavich P, Paterson DM, Phang S-M, Sousa Pinto I, Pierrot-Bults A, Song S, Soto EH(2015) Organizing, supporting and linking the world marine biodiversity research community. J Mar Biol Assoc UK 95:431–433

    Article  Google Scholar 

  • Costello M, Basher Z, McLeod L, Assad I, Claus S, Vandepitte L, Yasuhara M, Gislason H, Edwards M, Appeltans W, Enevoldsen H, Edgar G, Miloslavich P, de Monte S, Sousa Pinto I, Obura D, Bates A (2017) Methods for the study of marine biodiversity. In: Scholes RJ, Walters S (eds) GEO Handbook on biodiversity observation networks. Springer

  • Cui P, Wu Y, Ding H, Wu J, Cao M, Chen L, Chen B, Lu X, Xu H (2014) Status of wintering waterbirds at selected locations in China. Waterbirds 37:402–409

    Article  Google Scholar 

  • Danielsen F, Mendoza MM, Alviola P, Balete DS, Enghoff M, Poulsen MK, Jensen AE (2003) Biodiversity monitoring in developing countries: what are we trying to achieve? Oryx 37:407–409

    Google Scholar 

  • Danielsen F, Burgess ND, Balmford A (2005) Monitoring matters: examining the potential of locally-based approaches. Biodivers Conserv 14:2507–2542

    Article  Google Scholar 

  • Danielsen F, Burgess ND, Balmford A, Fjeldsa J, Andrianandrasana HT, Becker CD, Bennun L, Brashares JS, Christiansen S, Donald PF, Eguino S, Enghoff M, Funder M, Gray M, Hubertz H, Jones JPG, Oetting I, Poulsen MK, von Rijsoort J, Stuart-Hill G, Topp-Jorgensen E, Townsend WR, Uychiaoco AJ, Whitten T, Yonten D (2006) Monitoring matters: evaluating locally-based biodiversity monitoring in developing countries. Oryx 40:14–15

    Google Scholar 

  • Darwall WR, Holland RA, Smith KG, Allen D, Brooks EG, Katarya V, Pollock CM, Shi Y, Clausnitzer V, Cumberlidge N (2011) Implications of bias in conservation research and investment for freshwater species. Conserv Lett 4:474–482

    Article  Google Scholar 

  • Degraer S, Moerkerke G, Rabaut M, Van Hoey G, Du Four I, Vincx M, Henriet J-P, Van Lancker V (2008) Very-high resolution side-scan sonar mapping of biogenic reefs of the tube-worm Lanice conchilega. Remote Sens Environ 112:3323–3328. doi:10.1016/j.rse.2007.12.012

    Article  Google Scholar 

  • Deiner K, Walser J-C, Mächler E, Altermatt F (2015) Choice of capture and extraction methods affect detection of freshwater biodiversity from environmental DNA. Biol Conserv 183:53–63

    Article  Google Scholar 

  • Díaz S, Demissew S, Carabias J, Joly C, Lonsdale M, Ash N, Larigauderie A, Adhikari JR, Arico S, Baldi A (2015) The IPBES conceptual framework—connecting nature and people. Curr Opin Environ Sustain 14:1–16

    Article  Google Scholar 

  • Dickens CW, Graham P (2002) The South African Scoring System (SASS) version 5 rapid bioassessment method for rivers. Afr J Aquat Sci 27:1–10

    Article  Google Scholar 

  • Dickinson TA, White J, Kauer JS, Walt DR (1998) Current trends in ‘artificial-nose’ technology. Trends Biotechnol 16:250–258. doi:10.1016/S0167-7799(98)01185-8

    Article  CAS  PubMed  Google Scholar 

  • Duffy JE, Amaral-Zettler LA, Fautin DG, Paulay G, Rynearson TA, Sosik HM, Stachowicz JJ (2013) Envisioning a marine biodiversity observation network. BioScience 63:350–361

    Article  Google Scholar 

  • Duro DC, Coops NC, Wulder MA, Han T (2007) Development of a large area biodiversity monitoring system driven by remote sensing. Prog Phys Geogr 31:235–260

    Article  Google Scholar 

  • Egloff W, Agosti D, Patterson D, Hoffmann A, Mietchen D, Kishor P, Penev L (2016) Data policy recommendations for biodiversity data. EU BON Project Report. Res Ideas Outcomes 2:e8458

    Article  Google Scholar 

  • Eken G, Bennun L, Brooks TM, Darwall W, Fishpool LD, Foster M, Knox D, Langhammer P, Matiku P, Radford E (2004) Key biodiversity areas as site conservation targets. Bioscience 54:1110–1118

    Article  Google Scholar 

  • Elbrecht V, Leese F (2015) Testing primer bias and biomass-sequence relationships in metabarcoding: implications for monitoring of freshwater invertebrate communities. In: Genome, 2015, vol 5. Canadian Science Publishing, NRC Research Press, Ottawa, p 215

  • Eldridge AC, Casey M, Moscoso P, Peck M (2015) A new direction for Soundscape Ecology? Toward the extraction and evaluation of ecologically-meaningful soundscape objects using sparse coding methods. PeerJ PrePrints

  • Engel SR, Voshell JR Jr (2002) Volunteer biological monitoring: can it accurately assess the ecological condition of streams? Am Entomol 48:164–177

    Article  Google Scholar 

  • Erbe C, McCauley R, Gavrilov A (2016) Characterizing marine soundscapes. In: The effects of noise on aquatic life II. Springer, pp 265–271

  • Foote AD, Thomsen PF, Sveegaard S, Wahlberg M, Kielgast J, Kyhn LA, Salling AB, Galatius A, Orlando L, Gilbert MTP (2012) Investigating the potential use of environmental DNA (eDNA) for genetic monitoring of marine mammals. PLoS ONE 7:e41781

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Fretwell PT, Trathan PN (2009) Penguins from space: faecal stains reveal the location of emperor penguin colonies. Glob Ecol Biogeogr 18:543–552

    Article  Google Scholar 

  • Fretwell PT, LaRue MA, Morin P, Kooyman GL, Wienecke B, Ratcliffe N, Fox AJ, Fleming AH, Porter C, Trathan PN (2012) An emperor penguin population estimate: the first global, synoptic survey of a species from space. PLoS ONE 7:e33751

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Friberg N, Sandin L, Furse MT, Larsen SE, Clarke RT, Haase P (2006) Comparison of macroinvertebrate sampling methods in Europe. Hydrobiologia 566:365–378

    Article  Google Scholar 

  • Geijzendorffer IR, Regan E, Pereira HM, Brotons L, Brummitt N, Gavish Y, Haase P, Martin CS, Mihoub J-B, Secades C, Schmeller DS, Stoll S, Wetzel FT, Walters M (2016) Bridging the gap between biodiversity data and policy reporting needs: an essential biodiversity variables perspective. J Appl Ecol 53:1341–1350. doi:10.1007/978-3-319-27288-7_4

    Article  Google Scholar 

  • Gill M, Crane K, Hindrum R, Arneberg P, Bysveen I, Denisenko N, Gofman V, Grant-Friedman A, Gudmundsson G, Hopcroft R (2011) Arctic marine biodiversity monitoring plan

  • Gollan JR, Smith HM, Bulbert M, Donnelly AP, Wilkie L (2010) Using spider web types as a substitute for assessing web-building spider biodiversity and the success of habitat restoration. Biodivers Conserv 19:3141–3155

    Article  Google Scholar 

  • Haase P, Frenzel M, Klotz S, Musche M, Stoll S (2016) The long-term ecological research (LTER) network: relevance, current status, future perspective and examples from marine, freshwater and terrestrial long-term observation. Ecol Ind 65:1–3

    Article  Google Scholar 

  • Hansen MC, Potapov PV, Moore R, Hancher M, Turubanova S, Tyukavina A, Thau D, Stehman S, Goetz S, Loveland T (2013) High-resolution global maps of 21st-century forest cover change. Science 342:850–853

    Article  CAS  PubMed  Google Scholar 

  • Hardisty A, Roberts D (2013) A decadal view of biodiversity informatics: challenges and priorities. BMC Ecol 13:16

    Article  PubMed  PubMed Central  Google Scholar 

  • He KS, Rocchini D, Neteler M, Nagendra H (2011) Benefits of hyperspectral remote sensing for tracking plant invasions. Divers Distrib 17:381–392

    Article  Google Scholar 

  • He KS, Bradley BA, Cord AF, Rocchini D, Tuanmu MN, Schmidtlein S, Turner W, Wegmann M, Pettorelli N (2015) Will remote sensing shape the next generation of species distribution models? Remote Sens Ecol Conserv 1:4–18

    Article  Google Scholar 

  • Henle K, Bell S, Brotons L, Clobert J, Evans D, Goerg C, Grodzinska-Jurcak M, Gruber B, Haila Y, Henry P-Y, Huth A, Julliard R, Keil P, Kleyer M, Kotze J, Kunin W, Lengyel S, Lin Y-P, Loyau A, Luck G, Magnuson W, Margules C, Matsinos Y, May P, Sousa-Pinto I, Possingham H, Potts S, Ring I, Pryke J, Samways M, Saunders D, Schmeller D, Simila J, Sommer S, Steffan-Dewenter I, Stoev P, Sykes M, Tóthmérész B, Yam R, Tzanopoulos J, Penev L (2012) Nature conservation—a new dimension in Open Access publishing bridging science and application. Nat Conserv 1:1–10

    Article  Google Scholar 

  • Henle K, Bauch B, Auliya M, Külvik M, Pe’er G, Schmeller DS, Framstad E (2013) Priorities for biodiversity monitoring in Europe: a review of supranational policies and a novel scheme for integrative prioritization. Ecol Ind 33:5–18. doi:10.1016/j.ecolind.2013.03.028

    Article  Google Scholar 

  • Heslenfeld P, Enserink E (2012) OSPAR ecological quality objectives: the utility of health indicators for the North Sea. ICES J Mar Sci 65:1392–1397

    Article  Google Scholar 

  • Hoffmann A, Penner J, Vohland K, Cramer W, Doubleday R, Henle K, Köljalg U, Kühn I, Kunin WE, Negro JJ, Penev L, Rodríguez C, Saarenmaa H, Schmeller DS, Stoev P, Sutherland WJ, Tuama ÉÓ, Häuser C (2014) Improved access to integrated biodiversity data for science, practice, and policy—the European Biodiversity Observation Network (EU BON). Nat Conserv 6:49–65

    Article  Google Scholar 

  • Janzen DH, Hallwachs W (2011) Joining inventory by parataxonomists with DNA barcoding of a large complex tropical conserved wildland in northwestern Costa Rica. PLoS ONE 6:e18123

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Jürgens N, Hoffman MT, Schmiedel U (2010) Biodiversity in Southern Africa: patterns at local scale: the BIOTA observatories. Klaus Hess, Göttingen

    Google Scholar 

  • Jürgens N, Schmiedel U, Haarmeyer DH, Dengler J, Finckh M, Goetze D, Gröngröft A, Hahn K, Koulibaly A, Luther-Mosebach J (2012) The BIOTA Biodiversity Observatories in Africa—a standardized framework for large-scale environmental monitoring. Environ Monit Assess 184:655–678

    Article  PubMed  Google Scholar 

  • Kachelriess D, Wegmann M, Gollock M, Pettorelli N (2014) The application of remote sensing for marine protected area management. Ecol Ind 36:169–177

    Article  Google Scholar 

  • Korn H, Schliep R, Epple C (2004) In: Report of the International Workshop “Capacity-Building for Biodiversity in Central and Eastern Europe”, Bonn

  • Koureas D, Hardisty A, Vos R, Agosti D, Arvanitidis C, Bogatencov P, Buttigieg PL, de Jong Y, Horvath F, Gkoutos G (2016) Unifying European Biodiversity Informatics (BioUnify). Res Ideas Outcomes 2:e7787

    Article  Google Scholar 

  • Lammers MO, Brainard RE, Au WW, Mooney TA, Wong KB (2008) An ecological acoustic recorder (EAR) for long-term monitoring of biological and anthropogenic sounds on coral reefs and other marine habitats. J Acoust Soc Am 123:1720

    Article  PubMed  Google Scholar 

  • LaRue MA, Rotella JJ, Garrott RA, Siniff DB, Ainley DG, Stauffer GE, Porter CC, Morin PJ (2011) Satellite imagery can be used to detect variation in abundance of Weddell seals (Leptonychotes weddellii) in Erebus Bay. Antarct Polar Biol 34:1727–1737

    Article  Google Scholar 

  • Lenat DR, Resh VH (2011) Taxonomy and stream ecology—the benefits of genus-and species-level identifications

  • Liess M, von der Ohe PC (2005) Analyzing effects of pesticides on invertebrate communities in streams. Environ Toxicol Chem 24:954–965. doi:10.1897/03-652.1

    Article  CAS  PubMed  Google Scholar 

  • Lin Y-P, Deng D-P, Lin W-C, Lemmens R, Crossman ND, Henle K, Schmeller DS (2015) Uncertainty analysis of crowd-sourced and professionally collected field data used in species distribution models of Taiwanese Moths. Biol Conserv 181:102–110

    Article  Google Scholar 

  • Lodge DM, Turner CR, Jerde CL, Barnes MA, Chadderton L, Egan SP, Feder JL, Mahon AR, Pfrender ME (2012) Conservation in a cup of water: estimating biodiversity and population abundance from environmental DNA. Mol Ecol 21:2555–2558. doi:10.1111/j.1365-294X.2012.05600.x

    Article  PubMed  PubMed Central  Google Scholar 

  • Loh J, Green RE, Ricketts T, Lamoreux J, Jenkins M, Kapos V, Randers J (2005) The Living Planet Index: using species population time series to track trends in biodiversity. Philos Trans R Soc Lond Ser B Biol Sci 360:289–295

    Article  Google Scholar 

  • Lotze HK, Worm B (2009) Historical baselines for large marine animals. Trends Ecol Evol 24:254–262

    Article  PubMed  Google Scholar 

  • Lucieer A, Turner D, King DH, Robinson SA (2014) Using an Unmanned Aerial Vehicle (UAV) to capture micro-topography of Antarctic moss beds. Int J Appl Earth Obs Geoinf 27:53–62

    Article  Google Scholar 

  • Lynch H, LaRue M (2014) First global census of the Adélie Penguin. Auk 131:457–466

    Article  Google Scholar 

  • Mace GM, Baillie JE (2007) The 2010 biodiversity indicators: challenges for science and policy. Conserv Biol 21:1406–1413

    Article  PubMed  Google Scholar 

  • Magnusson WE (2014) Uncertainty and the design of in situ biodiversity-monitoring programs. Nat Conserv 8:77–94

    Article  Google Scholar 

  • Magnusson WE, Lima AP, Luizão R, Luizão F, Costa FR, de Castilho CV, Kinupp V (2005) RAPELD: a modification of the Gentry method for biodiversity surveys in long-term ecological research sites. Biota Neotrop 5:19–24

    Article  Google Scholar 

  • Magnusson W, Braga-Neto R, Pezzini F, Baccaro F, Bergallo H, Penha J, Rodrigues DdJ, Verdade LM, Lima A, Albernaz AL, Hero J-M, Lawson B, Castilho C, Drucker D, Franklin E, Medonca F, Costa F, Galdino G, Castley G, Zuanon J, Vale Jd, Santos JLCd, Luizao R, Cintra R, Barbosa RI, Lisboa A, Koblitz R, Cunha CNd, Pontes ARM (2013) Biodiversity and integrated environmental monitoring. Attema, Sao Paulo

    Google Scholar 

  • Marsh DM, Trenham PC (2008) Current trends in plant and animal population monitoring. Conserv Biol 22:647–655. doi:10.1111/j.1523-1739.2008.00927.x

    Article  PubMed  Google Scholar 

  • Martellini A, Payment P, Villemur R (2005) Use of eukaryotic mitochondrial DNA to differentiate human, bovine, porcine and ovine sources in fecally contaminated surface water. Water Res 39:541–548. doi:10.1016/j.watres.2004.11.012

    Article  CAS  PubMed  Google Scholar 

  • Martin LJ, Blossey B, Ellis E (2012) Mapping where ecologists work: biases in the global distribution of terrestrial ecological observations. Front Ecol Environ 10:195–201. doi:10.1890/110154

    Article  Google Scholar 

  • Martinez-Cedeira J, Covelo P, Barreiro A, Torres J, Conde P, Otero P, Pierce G, Santos M (2003) Avistamientos de cetáceos desde barcos de pesca en aguas de Galicia Galemys: Boletín SECEM 103–113

  • McRae L, Collen B, Deinet S, Hill P, Loh J, Baillie J, Price V (2012) The living planet index. WWF International, Gland

    Google Scholar 

  • McRae L, Deinet S, Freeman R (2016) The diversity weighted Living Planet Index: controlling for taxonomic bias in a global biodiversity index PeerJ Preprints 4:e2214v2211

  • McWilliam J (2016) Spatial patterns of inshore marine soundscapes. In: The Effects of Noise on Aquatic Life II. Springer, pp 697–703

  • Merchant ND, Pirotta E, Barton TR, Thompson PM (2016) Soundscape and noise exposure monitoring in a marine protected area using shipping data and time-lapse footage. In: Popper A, Hawkins A (eds) The effects of noise on aquatic life II. Springer, New York, pp 705–712

    Chapter  Google Scholar 

  • Mora C, Tittensor DP, Myers RA (2008) The completeness of taxonomic inventories for describing the global diversity and distribution of marine fishes. Proc R Soc Lond B 275:149–155. doi:10.1098/rspb.2007.1315

    Article  Google Scholar 

  • Nedelec SL, Simpson SD, Holderied M, Radford AN, Lecellier G, Radford C, Lecchini D (2015) Soundscapes and living communities in coral reefs: temporal and spatial variation. Mar Ecol Prog Ser 525:125–135

    Article  Google Scholar 

  • Newbery KB, Southwell C (2009) An automated camera system for remote monitoring in polar environments. Cold Reg Sci Technol 55:47–51

    Article  Google Scholar 

  • Nichols J (2010) The wildlife picture index, monitoring and conservation. Anim Conserv 13:344–346

    Article  Google Scholar 

  • Paget E, Lebrun M, Freyssinet G, Simonet P (1998) The fate of recombinant plant DNA in soil. Eur J Soil Biol 34:81–88. doi:10.1016/s1164-5563(99)90005-5

    Article  CAS  Google Scholar 

  • Penone C, Le Viol I, Pellissier V, Julien J-F, Bas Y, Kerbiriou C (2013) Use of large-scale acoustic monitoring to assess anthropogenic pressures on orthoptera communities. Conserv Biol 27:979–987. doi:10.1111/cobi.12083

    Article  PubMed  Google Scholar 

  • Pereira HM, Belnap J, Brummitt N, Collen B, Ding H, Gonzalez-Espinos M, Gregory RD, Honrado J, Jongman RH, Julliard R, McRae L, Proenca V, Rodrigues P, Opige M, Rodrigue JP, Schmeller DS, Swaay Cv, Vieira C (2010) Global biodiversity monitoring. Front Ecol Environ 8:459–460

    Article  Google Scholar 

  • Pereira HM, Ferrier S, Walters M, Geller G, Jongman R, Scholes R, Bruford M, Brummitt N, Butchart S, Cardoso A (2013) Essential biodiversity variables. Science 339:277–278

    Article  CAS  PubMed  Google Scholar 

  • Pereira HM, Belnap J, Böhm M, Brummitt N, Garcia-Moreno J, Gregory R, Martin L, Peng C, Proença V, Schmeller DS, van Swaay C (2017) Monitoring essential biodiversity variables at the species level. In: Walters M, Scholes RJ (eds) The GEO handbook on biodiversity observation networks. Springer, Cham, pp 79–105. doi: 10.1007/978-3-319-27288-7_4

    Chapter  Google Scholar 

  • Pettorelli N, Ryan S, Mueller T, Bunnefeld N, Ba Jedrzejewska, Lima M, Kausrud K (2011) The Normalized Difference Vegetation Index (NDVI): unforeseen successes in animal ecology. Climate Res 46:15–27

    Article  Google Scholar 

  • Pettorelli N, Chauvenet ANL, Duffy JP, Cornforth WA, Ae Meillere, Baillie JE (2012) Tracking the effect of climate change on ecosystem functioning using protected areas: africa as a case study. Ecol Ind 20:269–276

    Article  Google Scholar 

  • Pettorelli N, Laurance WF, O’Brien TG, Wegmann M, Nagendra H, Turner W (2014a) Satellite remote sensing for applied ecologists: opportunities and challenges. J Appl Ecol 51:839–848. doi:10.1111/1365-2664.12261

    Article  Google Scholar 

  • Pettorelli N, Safi K, Turner W (2014b) Satellite remote sensing, biodiversity research and conservation of the future. Philos Trans R Soc B 369:20130190

    Article  Google Scholar 

  • Pettorelli N, Wegmann M, Skidmore A, Mücher S, Dawson TP, Fernandez M, Lucas R, Schaepman ME, Wang T, O’Connor B, Jongman RHG, Kempeneers P, Sonnenschein R, Leidner AK, Böhm M, He KS, Nagendra H, Dubois G, Fatoyinbo T, Hansen MC, Paganini M, de Klerk HM, Asner G, Kerr J, Estes AB, Schmeller DS, Heiden U, Rocchini D, Pereira HM, Turak E, Fernandez N, Lausch A, Cho MA, Domingo Alcaraz-Segura, McGeoch MA, Turner W, Mueller A, St-Louis V, Penner J, Geller GN (2016) Framing the concept of satellite remote sensing essential biodiversity variables: challenges and future directions. Remote Sens Ecol Conserv 2:122–131. doi: 10.1002/rse2.15

    Article  Google Scholar 

  • Phinn S, Roelfsema C, Dekker A, Brando V, Anstee J (2008) Mapping seagrass species, cover and biomass in shallow waters: an assessment of satellite multi-spectral and airborne hyper-spectral imaging systems in Moreton Bay (Australia). Remote Sens Environ 112:3413–3425. doi:10.1016/j.rse.2007.09.017

    Article  Google Scholar 

  • Pijanowski B, Farina A (2011) Introduction to the special issue on soundscape ecology. Landscape Ecol 26:1209–1211. doi:10.1007/s10980-011-9655-6

    Article  Google Scholar 

  • Pijanowski BC, Villanueva-Rivera LJ, Dumyahn SL, Farina A, Krause BL, Napoletano BM, Gage SH, Pieretti N (2011) Soundscape ecology: the science of sound in the landscape. Bioscience 61:203–216

    Article  Google Scholar 

  • Popescu VD, de Valpine P, Sweitzer RA (2014) Testing the consistency of wildlife data types before combining them: the case of camera traps and telemetry. Ecol Evol 4:933–943. doi:10.1002/ece3.997

    Article  PubMed  PubMed Central  Google Scholar 

  • Proença V, Martin LJ, Pereira HM, Fernandez M, McRae L, Belnap J, Böhm M, Brummitt N, García-Moreno J, Gregory RD, Honrado JP, Jürgens N, Opige M, Peng C, Schmeller DS, Tiago P, van Swaay CAM (in press) Global biodiversity monitoring: from data sources to essential biodiversity variables. Biol Conserv. doi:10.1016/j.biocon.2016.07.014

  • Raiteri R, Grattarola M, Berger R (2002) Micromechanics senses biomolecules. Mater Today 5:22–29

    Article  CAS  Google Scholar 

  • Rich LN, Kelly MJ, Sollmann R, Noss AJ, Maffei L, Arispe RL, Paviolo A, De Angelo CD, Di Blanco YE, Di Bitetti MS (2014) Comparing capture-recapture, mark-resight, and spatial mark-resight models for estimating puma densities via camera traps. J Mammal 95:382–391

    Article  Google Scholar 

  • Rocchini D, Boyd DS, Féret J-B, Foody GM, He KS, Lausch A, Nagendra H, Wegmann M, Pettorelli N (2016) Satellite remote sensing to monitor species diversity: potential and pitfalls. Remote Sens Ecol Conserv 2:25–36. doi:10.1002/rse2.9

    Article  Google Scholar 

  • Rowcliffe JM, Field J, Turvey ST, Carbone C (2008) Estimating animal density using camera traps without the need for individual recognition. J Appl Ecol 45:1228–1236. doi:10.1111/j.1365-2664.2008.01473.x

    Article  Google Scholar 

  • Rowcliffe JM, Carbone C, Jansen PA, Kays R, Kranstauber B (2011) Quantifying the sensitivity of camera traps: an adapted distance sampling approach. Methods Ecol Evol 2:464–476. doi:10.1111/j.2041-210X.2011.00094.x

    Article  Google Scholar 

  • Rowcliffe JM, Carbone C, Kays R, Kranstauber B, Jansen PA (2012) Bias in estimating animal travel distance: the effect of sampling frequency. Methods Ecol Evol 3:653–662. doi:10.1111/j.2041-210X.2012.00197.x

    Article  Google Scholar 

  • Sánchez-Gendriz I, Padovese L (2016) Underwater soundscape of marine protected areas in the south Brazilian coast. Mar Pollut Bull 105:65–72

    Article  PubMed  CAS  Google Scholar 

  • Schäfer RB, von der Ohe PC, Rasmussen J, Kefford BJ, Beketov MA, Schulz R, Liess M (2012) Thresholds for the effects of pesticides on invertebrate communities and leaf breakdown in stream ecosystems. Environ Sci Technol 46:5134–5142. doi:10.1021/es2039882

    Article  PubMed  CAS  Google Scholar 

  • Schietti J, Emilio T, Rennó CD, Drucker DP, Costa FvR, Nogueira A, Baccaro FB, Figueiredo F, Castilho CV, Kinupp V (2014) Vertical distance from drainage drives floristic composition changes in an Amazonian rainforest. Plant Ecol Divers 7:241–253

    Article  Google Scholar 

  • Schmeller DS (2008) European species and habitat monitoring: where are we now? Biodivers Conserv 17:3321–3326

    Article  Google Scholar 

  • Schmeller DS, Bridgewater P (2016) The Intergovernmental Platform on Biodiversity and Ecosystem Services (IPBES): progress and next steps. Biodivers Conserv 25:801–805. doi:10.1007/s10531-016-1095-9

    Article  Google Scholar 

  • Schmeller DS, Gruber B, Bauch B, Lanno K, Budrys E, Babij V, Juskaitis R, Sammul M, Varga Z, Henle K(2008a) Determination of national conservation responsibilities for species conservation in regions with multiple political jurisdictions. Biodivers Conserv 17:3607–3622

    Article  Google Scholar 

  • Schmeller DS, Gruber B, Budrys E, Framsted E, Lengyel S, Henle K (2008b) National responsibilities in European species conservation: a methodological review. Conserv Biol 22:593–601

    Article  PubMed  Google Scholar 

  • Schmeller DS, Henry P-Y, Julliard R, Clobert J, Gruber B, Dziock F, Lengyel S, Nowicki P, Déri E, Budrys E, Kull T, Tali K, Bauch B, Settele J, van Swaay C, Kobler A, Babij V, Papastergiadou E, Henle K (2009) Advantages of volunteer-based biodiversity monitoring in Europe. Conserv Biol 23:307–316

    Article  PubMed  Google Scholar 

  • Schmeller DS, Henle K, Loyau A, Besnard A, Henry P-Y (2012a) Bird-monitoring in Europe—a first overview of practices, motivations and aims. Nat Conserv 2:41–57

    Article  Google Scholar 

  • Schmeller DS, Maier A, Bauch B, Evans D, Henle K (2012b) National responsibilities for conserving habitats—a freely scalable method. Nat Conserv 3:21–44

    Article  Google Scholar 

  • Schmeller DS, Evans D, Lin YP, Henle K (2014) The national responsibility approach to setting conservation priorities—recommendations for its use. J Nat Conserv 22:349–357

    Article  Google Scholar 

  • Schmeller DS, Juillard R, Bellingham PJ, Böhm M, Brummitt N, Chiarucci A, Couvet D, Elmendorf S, Forsyth DM, Garcia-Moreno J, Gregory RD, Magnusson WE, Martin LJ, McGeoch MA, Mihoub J-B, Pereira HM, Proença V, Van Swaay C, Yahara T, Belnap J (2015) Towards a global terrestrial species monitoring program. J Nat Conserv 25:51–57

    Article  Google Scholar 

  • Schmeller DS, Arvanitidis C, Böhm M, Brummitt N, Chatzinikolaou E, Costello MJ, Ding H, Gill MJ, Haase P, Julliard R, García-Moreno J, Pettorelli N, Peng C, Riginos C, Schmiedel U, Simaika JP, Waterman C, Wu J, Xu H, Belnap J (2017) Case studies of capacity building for biodiversity monitoring. In: Walters M, Scholes RJ (eds) The GEO handbook on biodiversity observation networks. Springer, Cham, pp 309–326. doi: 10.1007/978-3-319-27288-7_13

    Chapter  Google Scholar 

  • Schmeller DS, Mihoub JB, Bowser A, Arvanitidis C, Costello MJ, Fernandez MJ, Geller GN, Hobern D, Kissling WD, Regan EC, Saarenmaa H, Turak E, Isaac NJB (in press). An operational definition of Essential Biodiversity Variables Biodiversity and Conservation

  • Schmiedel U, Dengler J, Luther-Mosebach J, Gröngröft A, Muche G, Petersen A, Strohbach B, Jürgens N (2010) Patterns and dynamics of vascular plant diversity along the BIOTA transects in Southern Africa. Biodivers S Afr 2:118–135

    Google Scholar 

  • Schmiedel U, Araya Y, Bortolotto MI, Boeckenhoff L, Hallwachs W, Janzen D, Kolipaka SS, Novotny V, Palm M, Parfondry M (2016) Contributions of paraecologists and parataxonomists to research, conservation, and social development. Conserv Biol 30:506–519

    Article  PubMed  Google Scholar 

  • Scott SM, James D, Ali Z (2006) Data analysis for electronic nose systems. Microchim Acta 156:183–207

    Article  CAS  Google Scholar 

  • Secades C, O’Connor B, Brown C, Walpole M (2014) Earth observation for biodiversity monitoring: a review of current approaches and future opportunities for tracking progress towards the Aichi Biodiversity Targets. Technical Series No. 72. Montreal, Canada

  • Sheil D, Mugerwa B, Fegraus EH (2013) African golden cats, citizen science, and serendipity: tapping the camera trap revolution. S Afr J Wildl Res 43:74–78

    Article  Google Scholar 

  • Simpson R, Page KR, De Roure D (2014) Zooniverse: observing the world’s largest citizen science platform. In: Proceedings of the 23rd international conference on World Wide Web, 2014. ACM, pp 1049–1054

  • Smith JW, Pijanowski BC (2014) Human and policy dimensions of soundscape ecology. Global Environ Change 28:63–7410.1016/j.gloenvcha.2014.05.007

    Article  Google Scholar 

  • Stapleton S, LaRue M, Lecomte N, Atkinson S, Garshelis D, Porter C, Atwood T (2014) Polar bears from space: assessing satellite imagery as a tool to track Arctic wildlife. PLoS ONE 9:e101513

    Article  PubMed  PubMed Central  Google Scholar 

  • Stepanian PM, Chilson PB, Kelly JF (2014) An introduction to radar image processing in ecology. Methods Ecol Evol 5:730–738. doi:10.1111/2041-210x.12214

    Article  Google Scholar 

  • Tape KD, Gustine DD (2014) Capturing migration phenology of terrestrial wildlife using camera traps. Bioscience. doi:10.1093/biosci/bit018

    Google Scholar 

  • Thomsen PF, Kielgast J, Iversen LL, Moller PR, Rasmussen M, Willerslev E (2012) Detection of a diverse marine fish fauna using environmental DNA from seawater samples. PLoS ONE 7:e41732

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Tittensor DP, Walpole M, Hill SLL, Boyce DG, Britten GL, Burgess ND, Butchart SHM, Leadley PW, Regan EC, Alkamade R, Baumung R, Bellard C, Bouwman L, Bowles-Newark NJ, Chenery AM, Cheung WWL, Christensen VH, Cooper D, Crowther AR, Dixon MJR, Galli A, Gaveau V, Gregory RD, Gutierrez NL, Hirsch T, Hoft R, Januchowski-Hartley SR, Karmann M, Krug CB, Leverington FJ, Loh J, Lojenga RK, Malsch K, Marques A, Morgan DHW, Newbold T, Noonan-Mooney K, Pagad SN, Parks BC, Pereira HM, Robertson T, Rondinini C, Santini L, Schindler R, Sumaila UR, van Kolck J, Visconti P, Yimin Y (2014) A mid-term analysis of progress towards international biodiversity targets. Science 14:241–244

    Article  CAS  Google Scholar 

  • Tonkin JD, Arimoro FO, Haase P (2016) Exploring stream communities in a tropical biodiversity hotspot: biodiversity, regional occupancy, niche characteristics and environmental correlates. Biodivers Conserv 25:975–993

    Article  Google Scholar 

  • Turner W (2013) Satellites: make data freely accessible. Nature 498:37

    Article  CAS  PubMed  Google Scholar 

  • Turner W, Rondinini C, Pettorelli N, Mora B, Leidner AK, Szantoi Z, Buchanan G, Dech S, Dwyer J, Herold M (2015) Free and open-access satellite data are key to biodiversity conservation. Biol Conserv 182:173–176

    Article  Google Scholar 

  • van Donk E, Peacor S, Grosser K, De Senerpont Domis LN, Lürling M (2016) Pharmaceuticals may disrupt natural chemical information flows and species interactions in aquatic systems: ideas and perspectives on a hidden global change. In: de Voogt P (ed) Reviews of environmental contamination and toxicology, vol 238. Springer, Cham, pp 91–105. doi:10.1007/398_2015_5002

    Google Scholar 

  • van Swaay C, Warren M (2003) Prime butterfly areas in Europe: priority sites for conservation. Ministry of Agriculture, Nature Management and Fisheries, Netherlands

    Google Scholar 

  • van Swaay CAM, Nowicki P, Settele J, van Strien AJ (2008) Butterfly Monitoring in Europe—a blueprint for international monitoring schemes? Biodivers Conserv 17:3455–3469

    Article  Google Scholar 

  • Vandzinskaite D, Kobierska H, Schmeller DS, Grodzińska-Jurczak M (2010) Cultural diversity issues in biodiversity monitoring—cases of Lithuania, Poland and Denmark. Diversity 2:1130–1145

    Article  Google Scholar 

  • Vohland K, Nadim T (2015) Ensuring the success of IPBES: between interface, market place and parliament. Philos Trans R Soc B Biol Sci 370:20140012

    Article  Google Scholar 

  • Wabnitz CC, Andréfouët S, Torres-Pulliza D, Müller-Karger FE, Kramer PA (2008) Regional-scale seagrass habitat mapping in the Wider Caribbean region using Landsat sensors: applications to conservation and ecology. Remote Sens Environ 112:3455–3467

    Article  Google Scholar 

  • Wiggins SM, Hildebrand JA (2007) High-frequency Acoustic Recording Package (HARP) for broad-band, long-term marine mammal monitoring. In: Symposium on underwater technology and workshop on scientific use of submarine cables and related technologies, 2007. IEEE, pp 551–557

  • Yahara T, Ma K, Darnaedi D, Miyashita T, Takenaka A, Tachida H, Nakashizuka T, Kim E-S, Takamura N, Nakano S (2014) Developing a regional network of biodiversity observation in the Asia-Pacific Region: achievements and challenges of AP BON. In: Integrative Observations and Assessments. Springer, pp 3–28

  • Yoccoz NG, Nichols JD, Boulinier T (2001) Monitoring of biological diversity in space and time. Trends Ecol Evol 16:446–453

    Article  Google Scholar 

  • Yoccoz NG, Nichols JD, Boulinier T (2003) Monitoring of biological diversity—a response to Danielsen. Oryx 37:410

    Article  Google Scholar 

  • Zampoukas N, Piha H, Bigagli E, Hoepffner N, Hanke G, Cardoso AC (2013) Marine monitoring in the European Union: how to fulfill the requirements for the marine strategy framework directive in an efficient and integrated way. Mar Policy 39:349–351. doi:10.1016/j.marpol.2012.12.004

    Article  Google Scholar 

Download references

Acknowledgements

GEO BON is an international initiative profiting from various sources of fundings.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Dirk S. Schmeller.

Additional information

Communicated by David Hawksworth.

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Schmeller, D.S., Böhm, M., Arvanitidis, C. et al. Building capacity in biodiversity monitoring at the global scale. Biodivers Conserv 26, 2765–2790 (2017). https://doi.org/10.1007/s10531-017-1388-7

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s10531-017-1388-7

Keywords

Navigation