499
Kim H, Rosa IMD, Alkemade R, Leadley P, Hurtt G, Popp A, van Vuuren DP, Anthoni P, Arneth
A, Baisero D, Caton E, Chaplin-Kramer R, Chini L, De Palma A, Di Fulvio F, Di Marco M,
Espinoza F, Ferrier S, Fujimori S, Gonzalez RE, Gueguen M, Guerra C, Harfoot M, Harwood
TD, Hasegawa T, Haverd V, Havlík P, Hellweg S, Hill SLL, Hirata A, Hoskins AJ, Janse JH,
Jetz W, Johnson JA, Krause A, Leclère D, Martins IS, Matsui T, Merow C, Obersteiner M,
Ohashi H, Poulter B, Purvis A, Quesada B, Rondinini C, Schipper A, Sharp R, Takahashi K,
Thuiller W, Titeux N, Visconti P, Ware C, Wolf F, Pereira HM (2018) A protocol for an intercomparison of biodiversity and ecosystem services models using harmonized land-use and
climate scenarios. Geosci Model Dev Discuss:1–37
Kissling WD, Ahumada JA, Bowser A, Fernandez M, Fernández N, García EA, Guralnick RP,
Isaac NJB, Kelling S, Los W, McRae L, Mihoub J-B, Obst M, Santamaria M, Skidmore AK,
Williams KJ, Agosti D, Amariles D, Arvanitidis C, Bastin L, De Leo F, Egloff W, Elith J,
Hobern D, Martin D, Pereira HM, Pesole G, Peterseil J, Saarenmaa H, Schigel D, Schmeller
DS, Segata N, Turak E, Uhlir PF, Wee B, Hardisty AR (2018a) Building essential biodiversity variables (EBVs) of species distribution and abundance at a global scale: building global
EBVs. Biol Rev 93:600–625
Kissling WD, Walls R, Bowser A, Jones MO, Kattge J, Agosti D, Amengual J, Basset A, van
Bodegom PM, Cornelissen JHC, Denny EG, Deudero S, Egloff W, Elmendorf SC, Alonso
García E, Jones KD, Jones OR, Lavorel S, Lear D, Navarro LM, Pawar S, Pirzl R, Rüger
N, Sal S, Salguero-Gómez R, Schigel D, Schulz K-S, Skidmore A, Guralnick RP (2018b)
Towards global data products of essential biodiversity variables on species traits. Nat Ecol
Evol 2:1531–1540
La Salle J, Williams KJ, Moritz C (2016) Biodiversity analysis in the digital era. Philos Trans R
Soc B 371:20150337
Martins IS, Proença V, Pereira HM (2014) The unusual suspect: land use is a key predictor of
biodiversity patterns in the Iberian Peninsula. Acta Oecol 61:41–50
Meyer C, Weigelt P, Kreft H (2016) Multidimensional biases, gaps and uncertainties in global
plant occurrence information. Ecol Lett 19:992–1006
Michener WK, Jones MB (2012) Ecoinformatics: supporting ecology as a data-intensive science.
Trends Ecol Evol 27:85–93
Michener WK, Porter J, Servilla M, Vanderbilt K (2011) Long term ecological research and information management. Eco Inform 6:13–24
Miloslavich P, Bax NJ, Simmons SE, Klein E, Appeltans W, Aburto-Oropeza O, Garcia MA,
Batten SD, Benedetti-Cecchi L, Checkley DM, Chiba S, Duffy JE, Dunn DC, Fischer A, Gunn
J, Kudela R, Marsac F, Muller-Karger FE, Obura D, Shin Y-J (2018) Essential Ocean variables
for global sustained observations of biodiversity and ecosystem changes. Glob Chang Biol
24:2416–2433
Muller-Karger FE, Hestir E, Ade C, Turpie K, Roberts DA, Siegel D, Miller RJ, Humm D,
Izenberg N, Keller M, Morgan F, Frouin R, Dekker AG, Gardner R, Goodman J, Schaeffer B,
Franz BA, Pahlevan N, Mannino AG, Concha JA, Ackleson SG, Cavanaugh KC, Romanou A,
Tzortziou M, Boss ES, Pavlick R, Freeman A, Rousseaux CS, Dunne J, Long MC, Klein E,
McKinley GA, Goes J, Letelier R, Kavanaugh M, Roffer M, Bracher A, Arrigo KR, Dierssen
H, Zhang X, Davis FW, Best B, Guralnick R, Moisan J, Sosik HM, Kudela R, Mouw CB,
Barnard AH, Palacios S, Roesler C, Drakou EG, Appeltans W, Jetz W (2018a) Satellite sensor
requirements for monitoring essential biodiversity variables of coastal ecosystems. Ecol Appl
28:749–760
Muller-Karger FE, Miloslavich P, Bax NJ, Simmons S, Costello MJ, Sousa Pinto I, Canonico G,
Turner W, Gill M, Montes E, Best BD, Pearlman J, Halpin P, Dunn D, Benson A, Martin CS,
Weatherdon LV, Appeltans W, Provoost P, Klein E, Kelble CR, Miller RJ, Chavez FP, Iken
K, Chiba S, Obura D, Navarro LM, Pereira HM, Allain V, Batten S, Benedetti-Checchi L,
Duffy JE, Kudela RM, Rebelo L-M, Shin Y, Geller G (2018b) Advancing marine biological
observations and data requirements of the complementary essential ocean variables (EOVs)
and essential biodiversity variables (EBVs) frameworks. Front Mar Sci 5:211
18 Essential Biodiversity Variables: Integrating In-Situ Observations and Remote…
Kim H, Rosa IMD, Alkemade R, Leadley P, Hurtt G, Popp A, van Vuuren DP, Anthoni P, Arneth
A, Baisero D, Caton E, Chaplin-Kramer R, Chini L, De Palma A, Di Fulvio F, Di Marco M,
Espinoza F, Ferrier S, Fujimori S, Gonzalez RE, Gueguen M, Guerra C, Harfoot M, Harwood
TD, Hasegawa T, Haverd V, Havlík P, Hellweg S, Hill SLL, Hirata A, Hoskins AJ, Janse JH,
Jetz W, Johnson JA, Krause A, Leclère D, Martins IS, Matsui T, Merow C, Obersteiner M,
Ohashi H, Poulter B, Purvis A, Quesada B, Rondinini C, Schipper A, Sharp R, Takahashi K,
Thuiller W, Titeux N, Visconti P, Ware C, Wolf F, Pereira HM (2018) A protocol for an intercomparison of biodiversity and ecosystem services models using harmonized land-use and
climate scenarios. Geosci Model Dev Discuss:1–37
Kissling WD, Ahumada JA, Bowser A, Fernandez M, Fernández N, García EA, Guralnick RP,
Isaac NJB, Kelling S, Los W, McRae L, Mihoub J-B, Obst M, Santamaria M, Skidmore AK,
Williams KJ, Agosti D, Amariles D, Arvanitidis C, Bastin L, De Leo F, Egloff W, Elith J,
Hobern D, Martin D, Pereira HM, Pesole G, Peterseil J, Saarenmaa H, Schigel D, Schmeller
DS, Segata N, Turak E, Uhlir PF, Wee B, Hardisty AR (2018a) Building essential biodiversity variables (EBVs) of species distribution and abundance at a global scale: building global
EBVs. Biol Rev 93:600–625
Kissling WD, Walls R, Bowser A, Jones MO, Kattge J, Agosti D, Amengual J, Basset A, van
Bodegom PM, Cornelissen JHC, Denny EG, Deudero S, Egloff W, Elmendorf SC, Alonso
García E, Jones KD, Jones OR, Lavorel S, Lear D, Navarro LM, Pawar S, Pirzl R, Rüger
N, Sal S, Salguero-Gómez R, Schigel D, Schulz K-S, Skidmore A, Guralnick RP (2018b)
Towards global data products of essential biodiversity variables on species traits. Nat Ecol
Evol 2:1531–1540
La Salle J, Williams KJ, Moritz C (2016) Biodiversity analysis in the digital era. Philos Trans R
Soc B 371:20150337
Martins IS, Proença V, Pereira HM (2014) The unusual suspect: land use is a key predictor of
biodiversity patterns in the Iberian Peninsula. Acta Oecol 61:41–50
Meyer C, Weigelt P, Kreft H (2016) Multidimensional biases, gaps and uncertainties in global
plant occurrence information. Ecol Lett 19:992–1006
Michener WK, Jones MB (2012) Ecoinformatics: supporting ecology as a data-intensive science.
Trends Ecol Evol 27:85–93
Michener WK, Porter J, Servilla M, Vanderbilt K (2011) Long term ecological research and information management. Eco Inform 6:13–24
Miloslavich P, Bax NJ, Simmons SE, Klein E, Appeltans W, Aburto-Oropeza O, Garcia MA,
Batten SD, Benedetti-Cecchi L, Checkley DM, Chiba S, Duffy JE, Dunn DC, Fischer A, Gunn
J, Kudela R, Marsac F, Muller-Karger FE, Obura D, Shin Y-J (2018) Essential Ocean variables
for global sustained observations of biodiversity and ecosystem changes. Glob Chang Biol
24:2416–2433
Muller-Karger FE, Hestir E, Ade C, Turpie K, Roberts DA, Siegel D, Miller RJ, Humm D,
Izenberg N, Keller M, Morgan F, Frouin R, Dekker AG, Gardner R, Goodman J, Schaeffer B,
Franz BA, Pahlevan N, Mannino AG, Concha JA, Ackleson SG, Cavanaugh KC, Romanou A,
Tzortziou M, Boss ES, Pavlick R, Freeman A, Rousseaux CS, Dunne J, Long MC, Klein E,
McKinley GA, Goes J, Letelier R, Kavanaugh M, Roffer M, Bracher A, Arrigo KR, Dierssen
H, Zhang X, Davis FW, Best B, Guralnick R, Moisan J, Sosik HM, Kudela R, Mouw CB,
Barnard AH, Palacios S, Roesler C, Drakou EG, Appeltans W, Jetz W (2018a) Satellite sensor
requirements for monitoring essential biodiversity variables of coastal ecosystems. Ecol Appl
28:749–760
Muller-Karger FE, Miloslavich P, Bax NJ, Simmons S, Costello MJ, Sousa Pinto I, Canonico G,
Turner W, Gill M, Montes E, Best BD, Pearlman J, Halpin P, Dunn D, Benson A, Martin CS,
Weatherdon LV, Appeltans W, Provoost P, Klein E, Kelble CR, Miller RJ, Chavez FP, Iken
K, Chiba S, Obura D, Navarro LM, Pereira HM, Allain V, Batten S, Benedetti-Checchi L,
Duffy JE, Kudela RM, Rebelo L-M, Shin Y, Geller G (2018b) Advancing marine biological
observations and data requirements of the complementary essential ocean variables (EOVs)
and essential biodiversity variables (EBVs) frameworks. Front Mar Sci 5:211
18 Essential Biodiversity Variables: Integrating In-Situ Observations and Remote…