The PREDICTS database: a global database of how local terrestrial biodiversity responds to human impacts

Biodiversity continues to decline in the face of increasing anthropogenic pressures such as habitat destruction, exploitation, pollution and introduction of alien species. Existing global databases of species’ threat status or population time series are dominated by charismatic species. The collatio...

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Main Authors: Hudson, L., Newbold, T., Contu, S., Hill, S., Lysenko, I., De Palma, A., Phillips, H., Senior, R., Bennett, D., Booth, H., Choimes, A., Correia, D., Day, J., Echeverria-Londono, S., Garon, M., Harrison, M., Ingram, D., Jung, M., Kemp, V., Kirkpatrick, L., Martin, C., Pan, Y., White, H., Aben, J., Abrahamczyk, S., Adum, G., Aguilar-Barquero, V., Aizen, M., Ancrenaz, M., Arbelaez-Cortes, E., Armbrecht, I., Azhar, B., Azpiroz, A., Baeten, L., Baldi, A., Banks, J., Barlow, J., Batary, P., Bates, A., Bayne, E., Beja, P., Berg, A., Berry, N., Bicknell, J., Bihn, J., Bohning-Gaese, K., Boekhout, T., Boutin, C., Bouyer, J., Brearley, F., Brito, I., Brunet, J., Buczkowski, G., Buscardo, E., Cabra-Garcia, J., Calvino-Cancela, M., Cameron, S., cancello, E., Carrijo, T., carvalho, A., Castro, H., Castro-Luna, A., Cerda, R., Cerezo, A., Chauvat, M., Clarke, F., Cleary, D., Connop, S., D'Aniello, B., da Silva, P.G., Darvill, B., Dauber, J., Dejean, A., Diekotter, T., Dominguez-Haydar, Y., Dormann, C., Dumont, B., Dures, S., Dynesius, M., Edenius, L., Elek, Z., Entling, M., Farwig, N., Fayle, T., Felicioli, A., Felton, A., Ficetola, G., Filgueiras, B., Fonte, S., Fraser, L., Fukuda, D., Furlani, D., Ganzhorn, J., Garden, J., Gheler-Costa, C., Giordani, P., Giordano, S., Gottschalk, M., Goulson, D., Gove, Aaron, Grogan, J., Hanley, M., Hanson, T., Hashim, N., Hawes, J., Hebert, C., Helden, A., Henden, J., Hernandez, L., Herzog, F., Higuera-Diaz, D., Hilje, B., Horgan, F., Horvath, R., Hylander, K., Issacs-Cubides, P., Ishitani, M., Jacobs, C., Jaramillo, V., Jauker, B., Jonsell, M., Jung, T., Kapoor, V., Kati, V., Katovai, E., Kessler, M., Knop, E., Kolb, A., Korosi, A., Lachat, T., Lantschner, V., Le Feon, V., LeBuhn, G., Legare, J., Letcher, S., Littlewood, N., Lopez--Quintero, C., Louhaichi, M., Lovei, G., Lucas-Borja, M., Luja, V., Maeto, K., Magura, T., Mallari, N., Marin-Spiotta, E., Marshall, E., Martinez, E., Mayfield, M., Mikusinski, G., Milder, J., Miller, J., Morales, C., Muchane, M., Naidoo, R., Nakamura, A., Naoe, S., Nates-Parra, G., Navarrete Gutierrez, D., Neuschulz, E., Noreika, N., Norfolk, O., Noriega, J., Noske, N., O'Dea, N., Oduro, W., Ofori-Boateng, C., Oke, C., Osgathorpe, L., Paritsis, J., Parrah, A., Pelegrin, N., Peres, C., Persson, A., Petanidou, T., Phalan, B., Philips, T.K., Poveda, K., Power, E., Presley, S., Proenca, V., Quaranta, M., Quintero, C., Redpath-Downing, N., Reid, J.L., Reis, Y., Ribeiro, D., Richardson, B., Richardson, M., Robles, C., Rombke, J., Romero-Duque, L.P., Rosselli, L., Rossiter, S., Roulston, T., Rousseau, L., Sadler, J., Safian, S., Saldana-Vazquez, R., Samnegard, U., Schuepp, C., Schweiger, O., Sedlock, J., Shahabuddin, G., Sheil, D., Silva, F., Slade, E., Smith-Pardo, A., Sodhi, N., Somarriba, E., Sosa, R., Stout, J., Struebig, M., Sung, Y., Threlfall, C., Tonietto, R., Tothmeresz, B., Tscharntke, T., Turner, E., Tylianakis, J., Vanbergen, A., Vassilev, K., Verboven, H., Vergara, C., Vergara, P., Verhulst, J., Walker, T., Wang, Y., Watling, J., Wells, K., Williams, C., Willig, M., Woinarski, J., Wolf, J., Woodcock, B., Yu, D., Zaitsev, A., Collen, B., Ewers, R., Mace, G., Purves, D., Scharlemann, J., Purvis, A.
Format: Journal Article
Published: John Wiley & Sons 2014
Subjects:
Online Access:http://hdl.handle.net/20.500.11937/40931
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author Hudson, L.
Newbold, T.
Contu, S.
Hill, S.
Lysenko, I.
De Palma, A.
Phillips, H.
Senior, R.
Bennett, D.
Booth, H.
Choimes, A.
Correia, D.
Day, J.
Echeverria-Londono, S.
Garon, M.
Harrison, M.
Ingram, D.
Jung, M.
Kemp, V.
Kirkpatrick, L.
Martin, C.
Pan, Y.
White, H.
Aben, J.
Abrahamczyk, S.
Adum, G.
Aguilar-Barquero, V.
Aizen, M.
Ancrenaz, M.
Arbelaez-Cortes, E.
Armbrecht, I.
Azhar, B.
Azpiroz, A.
Baeten, L.
Baldi, A.
Banks, J.
Barlow, J.
Batary, P.
Bates, A.
Bayne, E.
Beja, P.
Berg, A.
Berry, N.
Bicknell, J.
Bihn, J.
Bohning-Gaese, K.
Boekhout, T.
Boutin, C.
Bouyer, J.
Brearley, F.
Brito, I.
Brunet, J.
Buczkowski, G.
Buscardo, E.
Cabra-Garcia, J.
Calvino-Cancela, M.
Cameron, S.
cancello, E.
Carrijo, T.
carvalho, A.
Castro, H.
Castro-Luna, A.
Cerda, R.
Cerezo, A.
Chauvat, M.
Clarke, F.
Cleary, D.
Connop, S.
D'Aniello, B.
da Silva, P.G.
Darvill, B.
Dauber, J.
Dejean, A.
Diekotter, T.
Dominguez-Haydar, Y.
Dormann, C.
Dumont, B.
Dures, S.
Dynesius, M.
Edenius, L.
Elek, Z.
Entling, M.
Farwig, N.
Fayle, T.
Felicioli, A.
Felton, A.
Ficetola, G.
Filgueiras, B.
Fonte, S.
Fraser, L.
Fukuda, D.
Furlani, D.
Ganzhorn, J.
Garden, J.
Gheler-Costa, C.
Giordani, P.
Giordano, S.
Gottschalk, M.
Goulson, D.
Gove, Aaron
Grogan, J.
Hanley, M.
Hanson, T.
Hashim, N.
Hawes, J.
Hebert, C.
Helden, A.
Henden, J.
Hernandez, L.
Herzog, F.
Higuera-Diaz, D.
Hilje, B.
Horgan, F.
Horvath, R.
Hylander, K.
Issacs-Cubides, P.
Ishitani, M.
Jacobs, C.
Jaramillo, V.
Jauker, B.
Jonsell, M.
Jung, T.
Kapoor, V.
Kati, V.
Katovai, E.
Kessler, M.
Knop, E.
Kolb, A.
Korosi, A.
Lachat, T.
Lantschner, V.
Le Feon, V.
LeBuhn, G.
Legare, J.
Letcher, S.
Littlewood, N.
Lopez--Quintero, C.
Louhaichi, M.
Lovei, G.
Lucas-Borja, M.
Luja, V.
Maeto, K.
Magura, T.
Mallari, N.
Marin-Spiotta, E.
Marshall, E.
Martinez, E.
Mayfield, M.
Mikusinski, G.
Milder, J.
Miller, J.
Morales, C.
Muchane, M.
Muchane, M.
Naidoo, R.
Nakamura, A.
Naoe, S.
Nates-Parra, G.
Navarrete Gutierrez, D.
Neuschulz, E.
Noreika, N.
Norfolk, O.
Noriega, J.
Noske, N.
O'Dea, N.
Oduro, W.
Ofori-Boateng, C.
Oke, C.
Osgathorpe, L.
Paritsis, J.
Parrah, A.
Pelegrin, N.
Peres, C.
Persson, A.
Petanidou, T.
Phalan, B.
Philips, T.K.
Poveda, K.
Power, E.
Presley, S.
Proenca, V.
Quaranta, M.
Quintero, C.
Redpath-Downing, N.
Reid, J.L.
Reis, Y.
Ribeiro, D.
Richardson, B.
Richardson, M.
Robles, C.
Rombke, J.
Romero-Duque, L.P.
Rosselli, L.
Rossiter, S.
Roulston, T.
Rousseau, L.
Sadler, J.
Safian, S.
Saldana-Vazquez, R.
Samnegard, U.
Schuepp, C.
Schweiger, O.
Sedlock, J.
Shahabuddin, G.
Sheil, D.
Silva, F.
Slade, E.
Smith-Pardo, A.
Sodhi, N.
Somarriba, E.
Sosa, R.
Stout, J.
Struebig, M.
Sung, Y.
Threlfall, C.
Tonietto, R.
Tothmeresz, B.
Tscharntke, T.
Turner, E.
Tylianakis, J.
Vanbergen, A.
Vassilev, K.
Verboven, H.
Vergara, C.
Vergara, P.
Verhulst, J.
Walker, T.
Wang, Y.
Watling, J.
Wells, K.
Williams, C.
Willig, M.
Woinarski, J.
Wolf, J.
Woodcock, B.
Yu, D.
Zaitsev, A.
Collen, B.
Ewers, R.
Mace, G.
Purves, D.
Scharlemann, J.
Purvis, A.
author_facet Hudson, L.
Newbold, T.
Contu, S.
Hill, S.
Lysenko, I.
De Palma, A.
Phillips, H.
Senior, R.
Bennett, D.
Booth, H.
Choimes, A.
Correia, D.
Day, J.
Echeverria-Londono, S.
Garon, M.
Harrison, M.
Ingram, D.
Jung, M.
Kemp, V.
Kirkpatrick, L.
Martin, C.
Pan, Y.
White, H.
Aben, J.
Abrahamczyk, S.
Adum, G.
Aguilar-Barquero, V.
Aizen, M.
Ancrenaz, M.
Arbelaez-Cortes, E.
Armbrecht, I.
Azhar, B.
Azpiroz, A.
Baeten, L.
Baldi, A.
Banks, J.
Barlow, J.
Batary, P.
Bates, A.
Bayne, E.
Beja, P.
Berg, A.
Berry, N.
Bicknell, J.
Bihn, J.
Bohning-Gaese, K.
Boekhout, T.
Boutin, C.
Bouyer, J.
Brearley, F.
Brito, I.
Brunet, J.
Buczkowski, G.
Buscardo, E.
Cabra-Garcia, J.
Calvino-Cancela, M.
Cameron, S.
cancello, E.
Carrijo, T.
carvalho, A.
Castro, H.
Castro-Luna, A.
Cerda, R.
Cerezo, A.
Chauvat, M.
Clarke, F.
Cleary, D.
Connop, S.
D'Aniello, B.
da Silva, P.G.
Darvill, B.
Dauber, J.
Dejean, A.
Diekotter, T.
Dominguez-Haydar, Y.
Dormann, C.
Dumont, B.
Dures, S.
Dynesius, M.
Edenius, L.
Elek, Z.
Entling, M.
Farwig, N.
Fayle, T.
Felicioli, A.
Felton, A.
Ficetola, G.
Filgueiras, B.
Fonte, S.
Fraser, L.
Fukuda, D.
Furlani, D.
Ganzhorn, J.
Garden, J.
Gheler-Costa, C.
Giordani, P.
Giordano, S.
Gottschalk, M.
Goulson, D.
Gove, Aaron
Grogan, J.
Hanley, M.
Hanson, T.
Hashim, N.
Hawes, J.
Hebert, C.
Helden, A.
Henden, J.
Hernandez, L.
Herzog, F.
Higuera-Diaz, D.
Hilje, B.
Horgan, F.
Horvath, R.
Hylander, K.
Issacs-Cubides, P.
Ishitani, M.
Jacobs, C.
Jaramillo, V.
Jauker, B.
Jonsell, M.
Jung, T.
Kapoor, V.
Kati, V.
Katovai, E.
Kessler, M.
Knop, E.
Kolb, A.
Korosi, A.
Lachat, T.
Lantschner, V.
Le Feon, V.
LeBuhn, G.
Legare, J.
Letcher, S.
Littlewood, N.
Lopez--Quintero, C.
Louhaichi, M.
Lovei, G.
Lucas-Borja, M.
Luja, V.
Maeto, K.
Magura, T.
Mallari, N.
Marin-Spiotta, E.
Marshall, E.
Martinez, E.
Mayfield, M.
Mikusinski, G.
Milder, J.
Miller, J.
Morales, C.
Muchane, M.
Muchane, M.
Naidoo, R.
Nakamura, A.
Naoe, S.
Nates-Parra, G.
Navarrete Gutierrez, D.
Neuschulz, E.
Noreika, N.
Norfolk, O.
Noriega, J.
Noske, N.
O'Dea, N.
Oduro, W.
Ofori-Boateng, C.
Oke, C.
Osgathorpe, L.
Paritsis, J.
Parrah, A.
Pelegrin, N.
Peres, C.
Persson, A.
Petanidou, T.
Phalan, B.
Philips, T.K.
Poveda, K.
Power, E.
Presley, S.
Proenca, V.
Quaranta, M.
Quintero, C.
Redpath-Downing, N.
Reid, J.L.
Reis, Y.
Ribeiro, D.
Richardson, B.
Richardson, M.
Robles, C.
Rombke, J.
Romero-Duque, L.P.
Rosselli, L.
Rossiter, S.
Roulston, T.
Rousseau, L.
Sadler, J.
Safian, S.
Saldana-Vazquez, R.
Samnegard, U.
Schuepp, C.
Schweiger, O.
Sedlock, J.
Shahabuddin, G.
Sheil, D.
Silva, F.
Slade, E.
Smith-Pardo, A.
Sodhi, N.
Somarriba, E.
Sosa, R.
Stout, J.
Struebig, M.
Sung, Y.
Threlfall, C.
Tonietto, R.
Tothmeresz, B.
Tscharntke, T.
Turner, E.
Tylianakis, J.
Vanbergen, A.
Vassilev, K.
Verboven, H.
Vergara, C.
Vergara, P.
Verhulst, J.
Walker, T.
Wang, Y.
Watling, J.
Wells, K.
Williams, C.
Willig, M.
Woinarski, J.
Wolf, J.
Woodcock, B.
Yu, D.
Zaitsev, A.
Collen, B.
Ewers, R.
Mace, G.
Purves, D.
Scharlemann, J.
Purvis, A.
author_sort Hudson, L.
building Curtin Institutional Repository
collection Online Access
description Biodiversity continues to decline in the face of increasing anthropogenic pressures such as habitat destruction, exploitation, pollution and introduction of alien species. Existing global databases of species’ threat status or population time series are dominated by charismatic species. The collation of datasets with broad taxonomic and biogeographic extents, and that support computation ofa range of biodiversity indicators, is necessary to enable better understanding of historical declines and to project – and avert – future declines. We describe and assess a new database of more than 1.6 million samples from 78 countries representing over 28,000 species, collated from existing spatial comparisons of local-scale biodiversity exposed to different intensities and types of anthropogenic pressures, from terrestrial sites around the world. The database containsmeasurements taken in 208 (of 814) ecoregions, 13 (of 14) biomes, 25 (of 35) biodiversity hotspots and 16 (of 17) megadiverse countries. The database contains more than 1% of the total number of all species described, and more than 1% of the described species within many taxonomic groups – including flowering plants, gymnosperms, birds, mammals, reptiles, amphibians, beetles, lepidopterans and hymenopterans. The dataset, which is still being added to, is therefore already considerably larger and more representative than those used by previous quantitative models of biodiversity trends and responses. The database is being assembled as part of the PREDICTS project (Projecting Responses of Ecological Diversity In Changing Terrestrial Systems – www.predicts.org.uk).
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institution Curtin University Malaysia
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last_indexed 2025-11-14T09:05:17Z
publishDate 2014
publisher John Wiley & Sons
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spelling curtin-20.500.11937-409312019-08-29T08:31:27Z The PREDICTS database: a global database of how local terrestrial biodiversity responds to human impacts Hudson, L. Newbold, T. Contu, S. Hill, S. Lysenko, I. De Palma, A. Phillips, H. Senior, R. Bennett, D. Booth, H. Choimes, A. Correia, D. Day, J. Echeverria-Londono, S. Garon, M. Harrison, M. Ingram, D. Jung, M. Kemp, V. Kirkpatrick, L. Martin, C. Pan, Y. White, H. Aben, J. Abrahamczyk, S. Adum, G. Aguilar-Barquero, V. Aizen, M. Ancrenaz, M. Arbelaez-Cortes, E. Armbrecht, I. Azhar, B. Azpiroz, A. Baeten, L. Baldi, A. Banks, J. Barlow, J. Batary, P. Bates, A. Bayne, E. Beja, P. Berg, A. Berry, N. Bicknell, J. Bihn, J. Bohning-Gaese, K. Boekhout, T. Boutin, C. Bouyer, J. Brearley, F. Brito, I. Brunet, J. Buczkowski, G. Buscardo, E. Cabra-Garcia, J. Calvino-Cancela, M. Cameron, S. cancello, E. Carrijo, T. carvalho, A. Castro, H. Castro-Luna, A. Cerda, R. Cerezo, A. Chauvat, M. Clarke, F. Cleary, D. Connop, S. D'Aniello, B. da Silva, P.G. Darvill, B. Dauber, J. Dejean, A. Diekotter, T. Dominguez-Haydar, Y. Dormann, C. Dumont, B. Dures, S. Dynesius, M. Edenius, L. Elek, Z. Entling, M. Farwig, N. Fayle, T. Felicioli, A. Felton, A. Ficetola, G. Filgueiras, B. Fonte, S. Fraser, L. Fukuda, D. Furlani, D. Ganzhorn, J. Garden, J. Gheler-Costa, C. Giordani, P. Giordano, S. Gottschalk, M. Goulson, D. Gove, Aaron Grogan, J. Hanley, M. Hanson, T. Hashim, N. Hawes, J. Hebert, C. Helden, A. Henden, J. Hernandez, L. Herzog, F. Higuera-Diaz, D. Hilje, B. Horgan, F. Horvath, R. Hylander, K. Issacs-Cubides, P. Ishitani, M. Jacobs, C. Jaramillo, V. Jauker, B. Jonsell, M. Jung, T. Kapoor, V. Kati, V. Katovai, E. Kessler, M. Knop, E. Kolb, A. Korosi, A. Lachat, T. Lantschner, V. Le Feon, V. LeBuhn, G. Legare, J. Letcher, S. Littlewood, N. Lopez--Quintero, C. Louhaichi, M. Lovei, G. Lucas-Borja, M. Luja, V. Maeto, K. Magura, T. Mallari, N. Marin-Spiotta, E. Marshall, E. Martinez, E. Mayfield, M. Mikusinski, G. Milder, J. Miller, J. Morales, C. Muchane, M. Muchane, M. Naidoo, R. Nakamura, A. Naoe, S. Nates-Parra, G. Navarrete Gutierrez, D. Neuschulz, E. Noreika, N. Norfolk, O. Noriega, J. Noske, N. O'Dea, N. Oduro, W. Ofori-Boateng, C. Oke, C. Osgathorpe, L. Paritsis, J. Parrah, A. Pelegrin, N. Peres, C. Persson, A. Petanidou, T. Phalan, B. Philips, T.K. Poveda, K. Power, E. Presley, S. Proenca, V. Quaranta, M. Quintero, C. Redpath-Downing, N. Reid, J.L. Reis, Y. Ribeiro, D. Richardson, B. Richardson, M. Robles, C. Rombke, J. Romero-Duque, L.P. Rosselli, L. Rossiter, S. Roulston, T. Rousseau, L. Sadler, J. Safian, S. Saldana-Vazquez, R. Samnegard, U. Schuepp, C. Schweiger, O. Sedlock, J. Shahabuddin, G. Sheil, D. Silva, F. Slade, E. Smith-Pardo, A. Sodhi, N. Somarriba, E. Sosa, R. Stout, J. Struebig, M. Sung, Y. Threlfall, C. Tonietto, R. Tothmeresz, B. Tscharntke, T. Turner, E. Tylianakis, J. Vanbergen, A. Vassilev, K. Verboven, H. Vergara, C. Vergara, P. Verhulst, J. Walker, T. Wang, Y. Watling, J. Wells, K. Williams, C. Willig, M. Woinarski, J. Wolf, J. Woodcock, B. Yu, D. Zaitsev, A. Collen, B. Ewers, R. Mace, G. Purves, D. Scharlemann, J. Purvis, A. Data sharing global change land use habitat destruction Biodiversity continues to decline in the face of increasing anthropogenic pressures such as habitat destruction, exploitation, pollution and introduction of alien species. Existing global databases of species’ threat status or population time series are dominated by charismatic species. The collation of datasets with broad taxonomic and biogeographic extents, and that support computation ofa range of biodiversity indicators, is necessary to enable better understanding of historical declines and to project – and avert – future declines. We describe and assess a new database of more than 1.6 million samples from 78 countries representing over 28,000 species, collated from existing spatial comparisons of local-scale biodiversity exposed to different intensities and types of anthropogenic pressures, from terrestrial sites around the world. The database containsmeasurements taken in 208 (of 814) ecoregions, 13 (of 14) biomes, 25 (of 35) biodiversity hotspots and 16 (of 17) megadiverse countries. The database contains more than 1% of the total number of all species described, and more than 1% of the described species within many taxonomic groups – including flowering plants, gymnosperms, birds, mammals, reptiles, amphibians, beetles, lepidopterans and hymenopterans. The dataset, which is still being added to, is therefore already considerably larger and more representative than those used by previous quantitative models of biodiversity trends and responses. The database is being assembled as part of the PREDICTS project (Projecting Responses of Ecological Diversity In Changing Terrestrial Systems – www.predicts.org.uk). 2014 Journal Article http://hdl.handle.net/20.500.11937/40931 10.1002/ece3.1303 John Wiley & Sons fulltext
spellingShingle Data sharing
global change
land use
habitat destruction
Hudson, L.
Newbold, T.
Contu, S.
Hill, S.
Lysenko, I.
De Palma, A.
Phillips, H.
Senior, R.
Bennett, D.
Booth, H.
Choimes, A.
Correia, D.
Day, J.
Echeverria-Londono, S.
Garon, M.
Harrison, M.
Ingram, D.
Jung, M.
Kemp, V.
Kirkpatrick, L.
Martin, C.
Pan, Y.
White, H.
Aben, J.
Abrahamczyk, S.
Adum, G.
Aguilar-Barquero, V.
Aizen, M.
Ancrenaz, M.
Arbelaez-Cortes, E.
Armbrecht, I.
Azhar, B.
Azpiroz, A.
Baeten, L.
Baldi, A.
Banks, J.
Barlow, J.
Batary, P.
Bates, A.
Bayne, E.
Beja, P.
Berg, A.
Berry, N.
Bicknell, J.
Bihn, J.
Bohning-Gaese, K.
Boekhout, T.
Boutin, C.
Bouyer, J.
Brearley, F.
Brito, I.
Brunet, J.
Buczkowski, G.
Buscardo, E.
Cabra-Garcia, J.
Calvino-Cancela, M.
Cameron, S.
cancello, E.
Carrijo, T.
carvalho, A.
Castro, H.
Castro-Luna, A.
Cerda, R.
Cerezo, A.
Chauvat, M.
Clarke, F.
Cleary, D.
Connop, S.
D'Aniello, B.
da Silva, P.G.
Darvill, B.
Dauber, J.
Dejean, A.
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The PREDICTS database: a global database of how local terrestrial biodiversity responds to human impacts
title The PREDICTS database: a global database of how local terrestrial biodiversity responds to human impacts
title_full The PREDICTS database: a global database of how local terrestrial biodiversity responds to human impacts
title_fullStr The PREDICTS database: a global database of how local terrestrial biodiversity responds to human impacts
title_full_unstemmed The PREDICTS database: a global database of how local terrestrial biodiversity responds to human impacts
title_short The PREDICTS database: a global database of how local terrestrial biodiversity responds to human impacts
title_sort predicts database: a global database of how local terrestrial biodiversity responds to human impacts
topic Data sharing
global change
land use
habitat destruction
url http://hdl.handle.net/20.500.11937/40931