Skip to main content
Erschienen in: Environmental Management 4/2016

31.08.2016 | Original Paper

A Stream Multimetric Macroinvertebrate Index (MMI) for the Sand Hills Ecoregion of the Southeastern Plains, USA

verfasst von: Ely Kosnicki, Stephen A. Sefick, Michael H. Paller, Miller S. Jerrell, Blair A. Prusha, Sean C. Sterrett, Tracey D. Tuberville, Jack W. Feminella

Erschienen in: Environmental Management | Ausgabe 4/2016

Einloggen

Aktivieren Sie unsere intelligente Suche, um passende Fachinhalte oder Patente zu finden.

search-config
loading …

Abstract

A macroinvertebrate multimetric index is an effective tool for assessing the biological integrity of streams. However, data collected under a single protocol may not be available for an entire region. We sampled macroinvertebrates from the full extent of the Sand Hills ecoregion Level IV of the Southeastern Plains with a standard protocol during the summers of 2010–2012. We evaluated the performance of 94 metrics through a series of screening criteria and built 48 macroinvertebrate multimetric indexs with combinations of the best performing metrics, representing richness, habit, functional feeding guild, sensitivity, and community composition. A series of narrative-response tests for each macroinvertebrate multimetric index was used to find the best performing macroinvertebrate multimetric index which we called the Sand Hills macroinvertebrate multimetric index. The Sand Hills macroinvertebrate multimetric index consisted of the measures Biotic Index, % Shredder taxa, Clinger taxa2/total taxa, Plecoptera and Trichoptera richness, and Tanytarsini taxa2/Chironomidae taxa. Comparison of the Sand Hills macroinvertebrate multimetric index with existing assessment tools calculated with our data indicated that the Sand Hills macroinvertebrate multimetric index performs at a high level with regard to identifying degraded sites and in its response to stress gradients.

Sie haben noch keine Lizenz? Dann Informieren Sie sich jetzt über unsere Produkte:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

Anhänge
Nur mit Berechtigung zugänglich
Literatur
Zurück zum Zitat Barbour MT, Gerritsen J, Griffith GE, Frydenberg R, McCarron E, White JS, Bastian ML (1996) A framework for biological criteria for Florida streams using benthic macroinvertebrates. J N Am Benthol Soc 15:185–211. doi:10.2307/1467948 CrossRef Barbour MT, Gerritsen J, Griffith GE, Frydenberg R, McCarron E, White JS, Bastian ML (1996) A framework for biological criteria for Florida streams using benthic macroinvertebrates. J N Am Benthol Soc 15:185–211. doi:10.​2307/​1467948 CrossRef
Zurück zum Zitat Barbour MT, Gerritsen J, Snyder BD, Stribling JB (1999) Rapid bioassessment protocols for use in wadeable streams and rivers: periphyton, benthic macroinvertebrates and fish. 2nd edn, Office of Water, United States Environmental Protection Agency, Washington. EPA 841-B-99-002 Barbour MT, Gerritsen J, Snyder BD, Stribling JB (1999) Rapid bioassessment protocols for use in wadeable streams and rivers: periphyton, benthic macroinvertebrates and fish. 2nd edn, Office of Water, United States Environmental Protection Agency, Washington. EPA 841-B-99-002
Zurück zum Zitat Benke AC, Henry III RL, Gillespie DM, Hunter RJ (1985) Importance of snag habitat for annual production in southeastern streams. Fisheries 10:8–13. doi:10.1577/1548-8446(1985)010<0008:IOSHFA>2.0.CO;2CrossRef Benke AC, Henry III RL, Gillespie DM, Hunter RJ (1985) Importance of snag habitat for annual production in southeastern streams. Fisheries 10:8–13. doi:10.1577/1548-8446(1985)010<0008:IOSHFA>2.0.CO;2CrossRef
Zurück zum Zitat Berg M.B. (1995) Larval food and feeding behavior. In: Armitage PD, Cranston PS, Pinder LCV (eds) The Chironomidae: the biology and ecology of the non-biting midges. Chapman & Hall, New York, pp 136–168 Berg M.B. (1995) Larval food and feeding behavior. In: Armitage PD, Cranston PS, Pinder LCV (eds) The Chironomidae: the biology and ecology of the non-biting midges. Chapman & Hall, New York, pp 136–168
Zurück zum Zitat Buss DF, Carlisle DM, Chon TS, Culp J, Harding JS, Keizer-Velk HE, Robinson WA, Strachan S, Thirion C, Hughes RM (2015) Stream biomonitoring using macroinvertebrates around the globe: a comparison of large-scale programs. Environ Monit Assess 187:4132, 10.1007/s10661-014-4132-8 CrossRef Buss DF, Carlisle DM, Chon TS, Culp J, Harding JS, Keizer-Velk HE, Robinson WA, Strachan S, Thirion C, Hughes RM (2015) Stream biomonitoring using macroinvertebrates around the globe: a comparison of large-scale programs. Environ Monit Assess 187:4132, 10.​1007/​s10661-014-4132-8 CrossRef
Zurück zum Zitat Coffman W.P. (1995) Conclusions. In: Armitage PD, Cranston PS, Pinder LCV (eds) The Chironomidae: the biology and ecology of the non-biting midges. Chapman & Hall, New York, pp 436–447 Coffman W.P. (1995) Conclusions. In: Armitage PD, Cranston PS, Pinder LCV (eds) The Chironomidae: the biology and ecology of the non-biting midges. Chapman & Hall, New York, pp 436–447
Zurück zum Zitat Cuffney TF, Bilger MD, Haigle AM (2007) Ambiguous taxa: effects on the characterization and interpretation of invertebrate assemblages. J N Am Benthol Soc 26:286–307. doi:10.1899/0887-3593CrossRef Cuffney TF, Bilger MD, Haigle AM (2007) Ambiguous taxa: effects on the characterization and interpretation of invertebrate assemblages. J N Am Benthol Soc 26:286–307. doi:10.1899/0887-3593CrossRef
Zurück zum Zitat Diamond J, Barbour M, Stribling J (1996) Characterizing and comparing bioassessment methods and their results: a perspective. J N Am Benthol Soc 15:713–727. doi:10.2307/1467818 CrossRef Diamond J, Barbour M, Stribling J (1996) Characterizing and comparing bioassessment methods and their results: a perspective. J N Am Benthol Soc 15:713–727. doi:10.​2307/​1467818 CrossRef
Zurück zum Zitat Epler JH (2001) Identification manual for the larval Chironomidae (Diptera) of North and South Carolina. North Carolina Department and Natural Resources, Division of Water Quality, North Carolina Epler JH (2001) Identification manual for the larval Chironomidae (Diptera) of North and South Carolina. North Carolina Department and Natural Resources, Division of Water Quality, North Carolina
Zurück zum Zitat ESRI (Environmental Systems Resource Institute) (2009) ArcGIS® 9.2. ESRI, Redlands ESRI (Environmental Systems Resource Institute) (2009) ArcGIS® 9.2. ESRI, Redlands
Zurück zum Zitat Fausch KD, Karr JR, Yant PR (1984) Regional application of an index of biotic integrity based on stream fish communities. Trans Am Fish Soc 113:39–55. doi:10.1577/1548-8659(1984)113<39:RAOAIO>2.0.CO;2CrossRef Fausch KD, Karr JR, Yant PR (1984) Regional application of an index of biotic integrity based on stream fish communities. Trans Am Fish Soc 113:39–55. doi:10.1577/1548-8659(1984)113<39:RAOAIO>2.0.CO;2CrossRef
Zurück zum Zitat Florida DEP (Department of Environmental Protection) (2000) Development of lake conditions indexes (LCI) for Florida. Florida Department of Environmental Protection (Florida DEP), Orlando, Nonpoint Sources Bioassessment Program Florida DEP (Department of Environmental Protection) (2000) Development of lake conditions indexes (LCI) for Florida. Florida Department of Environmental Protection (Florida DEP), Orlando, Nonpoint Sources Bioassessment Program
Zurück zum Zitat Flotemersch JE, Stribling JB, Paul MJ (2006) Concepts and approaches for the bioassessment of non-wadeable streams and rivers. US Environmental Protection Agency, Cincinnati, EPA 600-R-06-127 Flotemersch JE, Stribling JB, Paul MJ (2006) Concepts and approaches for the bioassessment of non-wadeable streams and rivers. US Environmental Protection Agency, Cincinnati, EPA 600-R-06-127
Zurück zum Zitat Griffith GE, Omernik JM, Comstock JA, Lawrence S, Martin G, Goddard A, Hulcher VJ, Foster T (2001) Ecoregions of Alabama and Georgia, (color poster with map, descriptive text, summary tables, and photographs). US Geological Survey, Reston, (map scale 1:1,700,000) Griffith GE, Omernik JM, Comstock JA, Lawrence S, Martin G, Goddard A, Hulcher VJ, Foster T (2001) Ecoregions of Alabama and Georgia, (color poster with map, descriptive text, summary tables, and photographs). US Geological Survey, Reston, (map scale 1:1,700,000)
Zurück zum Zitat Hering D, Feld CK, Moog O, Ofenböck T (2006) Cook book for the development of a multimetric index for biological condition of aquatic ecosystems: experiences from the European AQEM and STAR projects and related initiatives. Hydrobiologia 566:311–324. doi:10.1007/s10750-006-0087-2 CrossRef Hering D, Feld CK, Moog O, Ofenböck T (2006) Cook book for the development of a multimetric index for biological condition of aquatic ecosystems: experiences from the European AQEM and STAR projects and related initiatives. Hydrobiologia 566:311–324. doi:10.​1007/​s10750-006-0087-2 CrossRef
Zurück zum Zitat Hering D, Meier C, Rawer-Jost C, Feld CK, Biss R, Zenker A, Sundermann A, Lohse S, Böhmer J (2004) Assessing streams in Germany with benthic invertebrates: selection of candidate metrics. Limnologica 34:598–415. doi:10.1016/S0075-9511(04)80009-4 Hering D, Meier C, Rawer-Jost C, Feld CK, Biss R, Zenker A, Sundermann A, Lohse S, Böhmer J (2004) Assessing streams in Germany with benthic invertebrates: selection of candidate metrics. Limnologica 34:598–415. doi:10.​1016/​S0075-9511(04)80009-4
Zurück zum Zitat Karr JR (1981) Assessment of biotic integrity using fish communities. Fisheries 6:21–27. doi:10.1577/1548-8446(1981)006<0021:AOBIUF>2.0.CO;2CrossRef Karr JR (1981) Assessment of biotic integrity using fish communities. Fisheries 6:21–27. doi:10.1577/1548-8446(1981)006<0021:AOBIUF>2.0.CO;2CrossRef
Zurück zum Zitat Karr JR, Fausch KD, Angermeier PL, Yant PR, Schlosser IJ (1986) Assessing biological integrity in running waters: a method and its rationale, special publication 5. Illinois Natural History Survey, Champaign Karr JR, Fausch KD, Angermeier PL, Yant PR, Schlosser IJ (1986) Assessing biological integrity in running waters: a method and its rationale, special publication 5. Illinois Natural History Survey, Champaign
Zurück zum Zitat Kaufmann PR, Levine P, Robinson EG, Seeliger C, Peck D (1999) Quantifying physical habitat in wadeable streams. Office of Research and Development, US Environmental Protection Agency, Washington, EPA/620/R-99/003 Kaufmann PR, Levine P, Robinson EG, Seeliger C, Peck D (1999) Quantifying physical habitat in wadeable streams. Office of Research and Development, US Environmental Protection Agency, Washington, EPA/620/R-99/003
Zurück zum Zitat Kosnicki E, Sefick SA, Paller MH, Jarrell MS, Prusha BA, Strerrett SC, Tuberville TD, Feminella JW (2014) Defining the reference conditions for wadeable streams in the Sand Hills subdivision of the Southeastern Plains Ecoregion, USA. Environ Manag 54:494–504. doi:10.1007/s00267-014-0320-0 CrossRef Kosnicki E, Sefick SA, Paller MH, Jarrell MS, Prusha BA, Strerrett SC, Tuberville TD, Feminella JW (2014) Defining the reference conditions for wadeable streams in the Sand Hills subdivision of the Southeastern Plains Ecoregion, USA. Environ Manag 54:494–504. doi:10.​1007/​s00267-014-0320-0 CrossRef
Zurück zum Zitat Kosnicki E, Sites RW (2007) Least-desired index for assessing the effectiveness of grass riparian filter strips in improving water quality in an agricultural region. Environ Entomol 36:713–724. doi:10.1093/ee/36.4.713 CrossRef Kosnicki E, Sites RW (2007) Least-desired index for assessing the effectiveness of grass riparian filter strips in improving water quality in an agricultural region. Environ Entomol 36:713–724. doi:10.​1093/​ee/​36.​4.​713 CrossRef
Zurück zum Zitat Lenat DR (1988) Water quality assessment of streams using a qualitative collection method for benthic macroinvertebrates. J N Am Benthol Soc 7:222–233. doi:10.2307/1467422 CrossRef Lenat DR (1988) Water quality assessment of streams using a qualitative collection method for benthic macroinvertebrates. J N Am Benthol Soc 7:222–233. doi:10.​2307/​1467422 CrossRef
Zurück zum Zitat Loehle C, Wigley TB, Schilling E, Tatum V, Beebe J, Vance E, Van Deusen P, Weatherford P (2009) Achieving conservation goals in managed forests of the Southeastern Coastal Plain. Environ Manag 44:1136–1148. doi:10.1007/s00267-009-9389-2 CrossRef Loehle C, Wigley TB, Schilling E, Tatum V, Beebe J, Vance E, Van Deusen P, Weatherford P (2009) Achieving conservation goals in managed forests of the Southeastern Coastal Plain. Environ Manag 44:1136–1148. doi:10.​1007/​s00267-009-9389-2 CrossRef
Zurück zum Zitat Maloney KO, Feminella JW (2006) Evaluation of single- and multi-metric benthic macroinvertebrate indicators of catchment disturbance over time at the Fort Benning military installation, Georgia, USA. Ecol Indic 6:469–484. doi:10.1016/j.ecolind.2005.06.003 CrossRef Maloney KO, Feminella JW (2006) Evaluation of single- and multi-metric benthic macroinvertebrate indicators of catchment disturbance over time at the Fort Benning military installation, Georgia, USA. Ecol Indic 6:469–484. doi:10.​1016/​j.​ecolind.​2005.​06.​003 CrossRef
Zurück zum Zitat Markewich HW, Markewich W (1994) An overview of Pleistocene and Holocene Inland dunes in Georgia and the Carolinas: morphology, distribution, age, and paleoclimate, U.S. Geological Survey Bulletin no. 2069, Government Printing Office, Washington, DC Markewich HW, Markewich W (1994) An overview of Pleistocene and Holocene Inland dunes in Georgia and the Carolinas: morphology, distribution, age, and paleoclimate, U.S. Geological Survey Bulletin no. 2069, Government Printing Office, Washington, DC
Zurück zum Zitat Maxted JR, Bourbour MT, Gerritsen J, Poretti V, Primrose N, Silvia A, Penrose D, Renfrow R (2000) Assessment framework for mid-Atlantic coastal plain streams using benthic macroinvertebrates. J N Am Benthol Soc 19:128–144. doi:10.2307/1468286 CrossRef Maxted JR, Bourbour MT, Gerritsen J, Poretti V, Primrose N, Silvia A, Penrose D, Renfrow R (2000) Assessment framework for mid-Atlantic coastal plain streams using benthic macroinvertebrates. J N Am Benthol Soc 19:128–144. doi:10.​2307/​1468286 CrossRef
Zurück zum Zitat Merritt RW, Cummins KW, Berg MB (eds) (2008) An introduction to the aquatic insects of North America. 4th edn. Kendall Hunt, Iowa Merritt RW, Cummins KW, Berg MB (eds) (2008) An introduction to the aquatic insects of North America. 4th edn. Kendall Hunt, Iowa
Zurück zum Zitat Monakov AV (1972) Review of studies on feeding of aquatic invertebrates conducted at the Institute of Biology of Inland Waters, Acad. of Science, USSR. J Fish Res Board Can 29:363–383. doi:10.1139/f72-064 CrossRef Monakov AV (1972) Review of studies on feeding of aquatic invertebrates conducted at the Institute of Biology of Inland Waters, Acad. of Science, USSR. J Fish Res Board Can 29:363–383. doi:10.​1139/​f72-064 CrossRef
Zurück zum Zitat NCDENR (North Carolina Department of Environment and Natural Resources) (2006) Standard operating procedures for benthic macroinvertebrates biological assessment unit. Division of Water Quality, Environmental Science Section, Columbus NCDENR (North Carolina Department of Environment and Natural Resources) (2006) Standard operating procedures for benthic macroinvertebrates biological assessment unit. Division of Water Quality, Environmental Science Section, Columbus
Zurück zum Zitat Patrick R (1996) Rivers of the United States, Volume 3, The Eastern and Southeastern States. Wiley, Somerset Patrick R (1996) Rivers of the United States, Volume 3, The Eastern and Southeastern States. Wiley, Somerset
Zurück zum Zitat Poff NL, Olden JD, Vieira NKM, Finn DS, Simmons MP, Kondratieff BC (2006) Functional trait niches of North American lotic insects: traits-based ecological applications in light of phylogenetic relationships. J N Am Benthol Soc 25:730–755. doi:10.1899/0887-3593(2006)025[0730:FTNONA]2.0.CO;2CrossRef Poff NL, Olden JD, Vieira NKM, Finn DS, Simmons MP, Kondratieff BC (2006) Functional trait niches of North American lotic insects: traits-based ecological applications in light of phylogenetic relationships. J N Am Benthol Soc 25:730–755. doi:10.1899/0887-3593(2006)025[0730:FTNONA]2.0.CO;2CrossRef
Zurück zum Zitat Rader RB, McArthur JV, Aho JM (1994) Relative importance of mechanisms determining decomposition in a southeastern blackwater stream. Am Midl Nat 132:19–31. doi:10.2307/2426197 CrossRef Rader RB, McArthur JV, Aho JM (1994) Relative importance of mechanisms determining decomposition in a southeastern blackwater stream. Am Midl Nat 132:19–31. doi:10.​2307/​2426197 CrossRef
Zurück zum Zitat Rehn AC, Ode PR, Hawkins CP (2007) Comparisons of targeted-riffle and reach-wide benthic macroinvertebrate samples: implications for data sharing in streams-condition assessments. J N Am Benthol Soc 26:332–348. doi:10.1899/0887-3593(2007)26[332:COTARB]2.0.CO;2CrossRef Rehn AC, Ode PR, Hawkins CP (2007) Comparisons of targeted-riffle and reach-wide benthic macroinvertebrate samples: implications for data sharing in streams-condition assessments. J N Am Benthol Soc 26:332–348. doi:10.1899/0887-3593(2007)26[332:COTARB]2.0.CO;2CrossRef
Zurück zum Zitat Rowe DC, Pierce CL, Wilton TF (2009) Physical habitat and fish assemblage relationships with landscape variables at multiple spatial scales in wadeable Iowa streams. N Am J Fish Manag 29:1333–1351. doi:10.1577/M08-193.1 CrossRef Rowe DC, Pierce CL, Wilton TF (2009) Physical habitat and fish assemblage relationships with landscape variables at multiple spatial scales in wadeable Iowa streams. N Am J Fish Manag 29:1333–1351. doi:10.​1577/​M08-193.​1 CrossRef
Zurück zum Zitat Sabater F, Meyer JL, Edwards RT (1993) Longitudinal patterns of dissolved organic carbon concentration and suspended bacterial density along a blackwater river. Biogeochemistry-US 21:73–93. doi:10.1007/BF00000872 CrossRef Sabater F, Meyer JL, Edwards RT (1993) Longitudinal patterns of dissolved organic carbon concentration and suspended bacterial density along a blackwater river. Biogeochemistry-US 21:73–93. doi:10.​1007/​BF00000872 CrossRef
Zurück zum Zitat Stoddard JL, Herlihy AT, Peck DV, Hughes RM, Whittier TR, Tarquinio E (2008) A process for creating multimetric indices for large-scale aquatic surveys. J N Am Benthol Soc 27:878–891. doi:10.1899/08-053.1 CrossRef Stoddard JL, Herlihy AT, Peck DV, Hughes RM, Whittier TR, Tarquinio E (2008) A process for creating multimetric indices for large-scale aquatic surveys. J N Am Benthol Soc 27:878–891. doi:10.​1899/​08-053.​1 CrossRef
Zurück zum Zitat Vander Laan JJ, Hawkins CP, Olson JR, Hill RA (2013) Linking land use, in-stream stressors, and biological condition to infer causes of regional ecological impairment in streams. Freshw Sci 32:801–820. doi:10.1899/12-186.1 CrossRef Vander Laan JJ, Hawkins CP, Olson JR, Hill RA (2013) Linking land use, in-stream stressors, and biological condition to infer causes of regional ecological impairment in streams. Freshw Sci 32:801–820. doi:10.​1899/​12-186.​1 CrossRef
Zurück zum Zitat Vinson MR, Hawkins CP (1996) Effects of sampling area and subsampling procedures on composition of taxa richness among streams. J N Am Benthol Soc 15:392–399. doi:10.2307/1467286 CrossRef Vinson MR, Hawkins CP (1996) Effects of sampling area and subsampling procedures on composition of taxa richness among streams. J N Am Benthol Soc 15:392–399. doi:10.​2307/​1467286 CrossRef
Zurück zum Zitat Warren Jr ML, Burr BM, Walsh SJ, Bart Jr HL, Cashner RC, Etnier DA, Freeman BJ, Kuhajda BR, Mayden RL, Robinson HW, Ross ST, Starnes WC (2000) Diversity, distribution, and conservation status of the native freshwater fishes of the Southern United States. Fisheries 25(10):7–29. doi:10.1577/1548-8446(2000)025<0007:DDACSO>2.0.CO;2CrossRef Warren Jr ML, Burr BM, Walsh SJ, Bart Jr HL, Cashner RC, Etnier DA, Freeman BJ, Kuhajda BR, Mayden RL, Robinson HW, Ross ST, Starnes WC (2000) Diversity, distribution, and conservation status of the native freshwater fishes of the Southern United States. Fisheries 25(10):7–29. doi:10.1577/1548-8446(2000)025<0007:DDACSO>2.0.CO;2CrossRef
Zurück zum Zitat Whittier TR, Hughes RM, Stoddard JL, Lomnicku GA, Peck DV, Herlihy AT (2013) A structured approach for developing indices of biotic integrity: three examples from streams and rivers in the western USA. Trans Am Fish Soc 136:718–735. doi:10.1577/T06-128.1 CrossRef Whittier TR, Hughes RM, Stoddard JL, Lomnicku GA, Peck DV, Herlihy AT (2013) A structured approach for developing indices of biotic integrity: three examples from streams and rivers in the western USA. Trans Am Fish Soc 136:718–735. doi:10.​1577/​T06-128.​1 CrossRef
Zurück zum Zitat Wright JF, Sutcliffe DW, Furse MT (2000) Assessing the biological quality of freshwaters: RIVPACS and other techniques. Freshwater Biological Association, Ambleside Wright JF, Sutcliffe DW, Furse MT (2000) Assessing the biological quality of freshwaters: RIVPACS and other techniques. Freshwater Biological Association, Ambleside
Metadaten
Titel
A Stream Multimetric Macroinvertebrate Index (MMI) for the Sand Hills Ecoregion of the Southeastern Plains, USA
verfasst von
Ely Kosnicki
Stephen A. Sefick
Michael H. Paller
Miller S. Jerrell
Blair A. Prusha
Sean C. Sterrett
Tracey D. Tuberville
Jack W. Feminella
Publikationsdatum
31.08.2016
Verlag
Springer US
Erschienen in
Environmental Management / Ausgabe 4/2016
Print ISSN: 0364-152X
Elektronische ISSN: 1432-1009
DOI
https://doi.org/10.1007/s00267-016-0740-0

Weitere Artikel der Ausgabe 4/2016

Environmental Management 4/2016 Zur Ausgabe