-
1
-
-
77349088324
-
Comparison and ranking of different modelling techniques for prediction of site index in Mediterranean mountain forests
-
Aertsen W, Kint V, Van Orshoven J, Özkan K, Muys B (2010). Comparison and ranking of different modelling techniques for prediction of site index in Mediterranean mountain forests. Ecological Modelling 221, 1119-30.
-
(2010)
Ecological Modelling
, vol.221
, pp. 1119-30
-
-
Aertsen, W.1
Kint, V.2
Van Orshoven, J.3
Özkan, K.4
Muys, B.5
-
2
-
-
79953120983
-
Evaluation of modelling techniques for forest site productivity prediction in contrasting ecoregions using stochastic multicriteria acceptability analysis (SMAA)
-
Aertsen W, Kint V, Van Orshoven J, Muys B (2011). Evaluation of modelling techniques for forest site productivity prediction in contrasting ecoregions using stochastic multicriteria acceptability analysis (SMAA). Environmental Modelling Software 26, 929-37.
-
(2011)
Environmental Modelling Software
, vol.26
, pp. 929-37
-
-
Aertsen, W.1
Kint, V.2
Van Orshoven, J.3
Muys, B.4
-
3
-
-
33748529602
-
Five (or so) challenges for species distribution modelling
-
Araujo MB, Guisan A (2006). Five (or so) challenges for species distribution modelling. Journal of Biogeography 33, 1677-88.
-
(2006)
Journal of Biogeography
, vol.33
, pp. 1677-88
-
-
Araujo, M.B.1
Guisan, A.2
-
5
-
-
24344464067
-
Validation of species-climate impact models under climate change
-
Araujo MB, Pearson RG, Thuiller W, Erhard M (2005). Validation of species-climate impact models under climate change. Global Change Biology 11, 1504-13.
-
(2005)
Global Change Biology
, vol.11
, pp. 1504-13
-
-
Araujo, M.B.1
Pearson, R.G.2
Thuiller, W.3
Erhard, M.4
-
6
-
-
33847675260
-
Species distribution models and ecological theory: a critical assessment and some possible new approaches
-
Austin M (2007). Species distribution models and ecological theory: a critical assessment and some possible new approaches. Ecological Modelling 200, 1-19.
-
(2007)
Ecological Modelling
, vol.200
, pp. 1-19
-
-
Austin, M.1
-
7
-
-
0006198702
-
Hierarchical Bayesian time-series models
-
Proceedings of the 15th International Workshop on Maximum Entropy and Bayesian Methods; 31 Jul-4 Aug 1995, Santa Fe, NM, USA
-
Berliner LM (1996). Hierarchical Bayesian time-series models. In: Hanson KM, Silver RN, eds. Hierarchical Bayesian Time Series Models. Fundamental Theories of Physics, vol. 79. Proceedings of the 15th International Workshop on Maximum Entropy and Bayesian Methods; 31 Jul-4 Aug 1995, Santa Fe, NM, USA, pp. 15-22.
-
(1996)
Hanson KM, Silver RN, eds. Hierarchical Bayesian Time Series Models. Fundamental Theories of Physics
, vol.79
, pp. 15-22
-
-
Berliner, L.M.1
-
8
-
-
0036643222
-
Using J-pruning to reduce overfitting in classification trees
-
Bramer M (2002). Using J-pruning to reduce overfitting in classification trees. Knowledge-Based Systems 15, 301-8.
-
(2002)
Knowledge-Based Systems
, vol.15
, pp. 301-8
-
-
Bramer, M.1
-
9
-
-
0035478854
-
Random forests
-
Breiman L (2001a). Random forests. Machine Learning 45, 5-32.
-
(2001)
Machine Learning
, vol.45
, pp. 5-32
-
-
Breiman, L.1
-
10
-
-
0000245743
-
Statistical modelling: the two cultures
-
Breiman L (2001b). Statistical modelling: the two cultures. Statistical Science 16, 199-215.
-
(2001)
Statistical Science
, vol.16
, pp. 199-215
-
-
Breiman, L.1
-
12
-
-
3042679203
-
Presence-absence versus presence-only modelling methods for predicting bird habitat suitability
-
Brotons L, Thuiller W, Araujo MB, Hirzel AH (2004). Presence-absence versus presence-only modelling methods for predicting bird habitat suitability. Ecography 27, 437-48.
-
(2004)
Ecography
, vol.27
, pp. 437-48
-
-
Brotons, L.1
Thuiller, W.2
Araujo, M.B.3
Hirzel, A.H.4
-
13
-
-
70350397840
-
Ensemble models predict important bird areas in southern Africa will become less effective for conserving endemic birds under climate change
-
Coetzee BWT, Robertson MP, Erasmus BFN, van Rensburg BJ, Thuiller W (2009). Ensemble models predict important bird areas in southern Africa will become less effective for conserving endemic birds under climate change. Global Ecology and Biogeography 18, 701-10.
-
(2009)
Global Ecology and Biogeography
, vol.18
, pp. 701-10
-
-
Coetzee, B.W.T.1
Robertson, M.P.2
Erasmus, B.F.N.3
van Rensburg, B.J.4
Thuiller, W.5
-
14
-
-
79951881349
-
Conservation in the face of climate change: the roles of alternative models, monitoring and adaptation in confronting and reducing uncertainty
-
Conroy MJ, Runge MC, Nichols JD, Stodola KW, Cooper RJ (2011). Conservation in the face of climate change: the roles of alternative models, monitoring and adaptation in confronting and reducing uncertainty. Biological Conservation 144, 1204-13.
-
(2011)
Biological Conservation
, vol.144
, pp. 1204-13
-
-
Conroy, M.J.1
Runge, M.C.2
Nichols, J.D.3
Stodola, K.W.4
Cooper, R.J.5
-
15
-
-
0036857859
-
Ecologic niche modelling and differentiation of populations of Triatoma brasiliensis neiva, 1911, the most important Chagas' disease vector in northeastern Brazil (hemiptera, reduviidae, triatominae)
-
Costa J, Peterson AT, Beard CB (2002). Ecologic niche modelling and differentiation of populations of Triatoma brasiliensis neiva, 1911, the most important Chagas' disease vector in northeastern Brazil (hemiptera, reduviidae, triatominae). American Journal of Tropical Medicine and Hygiene 67, 516-20.
-
(2002)
American Journal of Tropical Medicine and Hygiene
, vol.67
, pp. 516-20
-
-
Costa, J.1
Peterson, A.T.2
Beard, C.B.3
-
16
-
-
65349116559
-
Accounting for uncertainty in ecological analysis: the strengths and limitations of hierarchical statistical modelling
-
Cressie N, Calder CA, Clark JS, Hoef JMV, Wikle CK (2009). Accounting for uncertainty in ecological analysis: the strengths and limitations of hierarchical statistical modelling. Ecological Applications 19, 553-70.
-
(2009)
Ecological Applications
, vol.19
, pp. 553-70
-
-
Cressie, N.1
Calder, C.A.2
Clark, J.S.3
Hoef, J.M.V.4
Wikle, C.K.5
-
17
-
-
0033749212
-
Classification and regression trees: a powerful yet simple technique for ecological data analysis
-
De'ath G, Fabricius KE (2000). Classification and regression trees: a powerful yet simple technique for ecological data analysis. Ecology 81, 3178-92.
-
(2000)
Ecology
, vol.81
, pp. 3178-92
-
-
De'ath, G.1
Fabricius, K.E.2
-
18
-
-
33644684193
-
Integrating multiple modelling approaches to predict the potential impacts of climate change on species' distributions in contrasting regions: comparison and implications for policy
-
del Barrio G, Harrison PA, Berry PM et al. (2006). Integrating multiple modelling approaches to predict the potential impacts of climate change on species' distributions in contrasting regions: comparison and implications for policy. Environmental Science & Policy 9, 129-47.
-
(2006)
Environmental Science & Policy
, vol.9
, pp. 129-47
-
-
del Barrio, G.1
Harrison, P.A.2
Berry, P.M.3
-
19
-
-
79959348887
-
Bias of importance measures for multi-valued attributes and solutions
-
14-17 Jun 2011, Espoo, Finland. Springer, New York
-
Deng H, Runger G, Tuv E (2011). Bias of importance measures for multi-valued attributes and solutions. Proceedings of the 21st International Conference on Artificial Neural Networks (ICANN); 14-17 Jun 2011, Espoo, Finland. Springer, New York.
-
(2011)
Proceedings of the 21st International Conference on Artificial Neural Networks (ICANN)
-
-
Deng, H.1
Runger, G.2
Tuv, E.3
-
20
-
-
38649108841
-
Prediction uncertainty of environmental change effects on temperate European biodiversity
-
Dormann CF, Schweiger O, Arens P et al. (2008). Prediction uncertainty of environmental change effects on temperate European biodiversity. Ecology Letters 11, 235-44.
-
(2008)
Ecology Letters
, vol.11
, pp. 235-44
-
-
Dormann, C.F.1
Schweiger, O.2
Arens, P.3
-
21
-
-
63849287596
-
Do they? How do they? Why do they differ? On finding reasons for differing performances of species distribution models
-
Elith J, Graham CH (2009). Do they? How do they? Why do they differ? On finding reasons for differing performances of species distribution models. Ecography 32, 66-77.
-
(2009)
Ecography
, vol.32
, pp. 66-77
-
-
Elith, J.1
Graham, C.H.2
-
22
-
-
33645917058
-
Novel methods improve prediction of species' distributions from occurrence data
-
Elith J, Graham CH, Anderson RP et al. (2006). Novel methods improve prediction of species' distributions from occurrence data. Ecography 29, 129-51.
-
(2006)
Ecography
, vol.29
, pp. 129-51
-
-
Elith, J.1
Graham, C.H.2
Anderson, R.P.3
-
23
-
-
0000764772
-
The use of multiple measurements in taxonomic problems
-
Fisher RA (1936). The use of multiple measurements in taxonomic problems. Annals of Eugenics 7, 179-88.
-
(1936)
Annals of Eugenics
, vol.7
, pp. 179-88
-
-
Fisher, R.A.1
-
25
-
-
0002432565
-
Multivariate adaptive regression splines
-
Friedman JH (1991). Multivariate adaptive regression splines. The Annals of Statistics 19, 1-67.
-
(1991)
The Annals of Statistics
, vol.19
, pp. 1-67
-
-
Friedman, J.H.1
-
26
-
-
0035470889
-
Greedy function approximation: a gradient boosting machine
-
Friedman JH (2001). Greedy function approximation: a gradient boosting machine. The Annals of Statistics 29, 1189-232.
-
(2001)
The Annals of Statistics
, vol.29
, pp. 1189-232
-
-
Friedman, J.H.1
-
27
-
-
44649140393
-
Incorporating uncertainty about species' potential distributions under climate change into the selection of conservation areas with a case study from the Arctic Coastal Plain of Alaska
-
Fuller T, Morton DP, Sarkar S (2008). Incorporating uncertainty about species' potential distributions under climate change into the selection of conservation areas with a case study from the Arctic Coastal Plain of Alaska. Biological Conservation 141, 1547-59.
-
(2008)
Biological Conservation
, vol.141
, pp. 1547-59
-
-
Fuller, T.1
Morton, D.P.2
Sarkar, S.3
-
28
-
-
38349178606
-
The influence of spatial errors in species occurrence data used in distribution models
-
Graham CH, Elith J, Hijmans RJ et al. (2008). The influence of spatial errors in species occurrence data used in distribution models. Journal of Applied Ecology 45, 239-47.
-
(2008)
Journal of Applied Ecology
, vol.45
, pp. 239-47
-
-
Graham, C.H.1
Elith, J.2
Hijmans, R.J.3
-
29
-
-
24344493920
-
Predicting species distribution: offering more than simple habitat models
-
Guisan A, Thuiller W (2005). Predicting species distribution: offering more than simple habitat models. Ecology Letters 8, 993-1009.
-
(2005)
Ecology Letters
, vol.8
, pp. 993-1009
-
-
Guisan, A.1
Thuiller, W.2
-
30
-
-
0034610199
-
Predictive habitat distribution models in ecology
-
Guisan A, Zimmermann NE (2000). Predictive habitat distribution models in ecology. Ecological Modelling 135, 147-86.
-
(2000)
Ecological Modelling
, vol.135
, pp. 147-86
-
-
Guisan, A.1
Zimmermann, N.E.2
-
31
-
-
0037202446
-
Generalized linear and generalized additive models in studies of species distributions: setting the scene
-
Guisan A, Edwards TC, Hastie T (2002). Generalized linear and generalized additive models in studies of species distributions: setting the scene. Ecological Modelling 157, 89-100.
-
(2002)
Ecological Modelling
, vol.157
, pp. 89-100
-
-
Guisan, A.1
Edwards, T.C.2
Hastie, T.3
-
35
-
-
0020118274
-
Neural networks and physical systems with emergent collective computational abilities
-
Hopfield JJ (1982). Neural networks and physical systems with emergent collective computational abilities. PNAS 79, 2554-8.
-
(1982)
PNAS
, vol.79
, pp. 2554-8
-
-
Hopfield, J.J.1
-
36
-
-
38349150302
-
Estimating potential habitat for 134 eastern US tree species under six climate scenarios
-
Iverson LR, Prasad AM, Matthews SN, Peters M (2008). Estimating potential habitat for 134 eastern US tree species under six climate scenarios. Forest Ecology and Management 254, 390-406.
-
(2008)
Forest Ecology and Management
, vol.254
, pp. 390-406
-
-
Iverson, L.R.1
Prasad, A.M.2
Matthews, S.N.3
Peters, M.4
-
37
-
-
77957679397
-
Classification in conservation biology: a comparison of five machine-learning methods
-
Kampichler C, Wieland R, Calmé S, Weissenberger H, Arriaga-Weiss S (2010). Classification in conservation biology: a comparison of five machine-learning methods. Ecological Informatics 5, 441-50.
-
(2010)
Ecological Informatics
, vol.5
, pp. 441-50
-
-
Kampichler, C.1
Wieland, R.2
Calmé, S.3
Weissenberger, H.4
Arriaga-Weiss, S.5
-
39
-
-
85045014889
-
The strategy of model building in population ecology
-
Levins R (1966). The strategy of model building in population ecology. American Scientist 54, 421-31.
-
(1966)
American Scientist
, vol.54
, pp. 421-31
-
-
Levins, R.1
-
40
-
-
78651277587
-
Climate change induced range shifts of Galliformes in China
-
Li RQ, Tian HD, Li XH (2010). Climate change induced range shifts of Galliformes in China. Integrative Zoology 5, 154-63.
-
(2010)
Integrative Zoology
, vol.5
, pp. 154-63
-
-
Li, R.Q.1
Tian, H.D.2
Li, X.H.3
-
41
-
-
83055179750
-
Can we model the probability of presence of species without absence data?
-
Li WK, Guo QH, Elkan C (2011). Can we model the probability of presence of species without absence data?. Ecography 34, 1096-105.
-
(2011)
Ecography
, vol.34
, pp. 1096-105
-
-
Li, W.K.1
Guo, Q.H.2
Elkan, C.3
-
42
-
-
80052848777
-
Predictive Power Estimation Algorithm (PPEA)a new algorithm to reduce overfitting for genomic biomarker discovery
-
Liu J, Jolly RA, Smith AT et al. (2011). Predictive Power Estimation Algorithm (PPEA)a new algorithm to reduce overfitting for genomic biomarker discovery. PLOS ONE 6, e24233.
-
(2011)
PLOS ONE
, vol.6
-
-
Liu, J.1
Jolly, R.A.2
Smith, A.T.3
-
43
-
-
70449518430
-
The performance of state-of-the-art modelling techniques depends on geographical distribution of species
-
Marmion M, Luoto M, Heikkinen RK, Thuiller W (2009). The performance of state-of-the-art modelling techniques depends on geographical distribution of species. Ecological Modelling 220, 3512-20.
-
(2009)
Ecological Modelling
, vol.220
, pp. 3512-20
-
-
Marmion, M.1
Luoto, M.2
Heikkinen, R.K.3
Thuiller, W.4
-
46
-
-
54249112711
-
A multi-model framework for simulating wildlife population response to land-use and climate change
-
McRae BH, Schumaker NH, McKane RB, Busing RT, Solomon AM, Burdick CA (2008). A multi-model framework for simulating wildlife population response to land-use and climate change. Ecological Modelling 219, 77-91.
-
(2008)
Ecological Modelling
, vol.219
, pp. 77-91
-
-
McRae, B.H.1
Schumaker, N.H.2
McKane, R.B.3
Busing, R.T.4
Solomon, A.M.5
Burdick, C.A.6
-
47
-
-
34447638499
-
Predicting species distributions: a critical comparison of the most common statistical models using artificial species
-
Meynard CN, Quinn JF (2007). Predicting species distributions: a critical comparison of the most common statistical models using artificial species. Journal of Biogeography 34, 1455-69.
-
(2007)
Journal of Biogeography
, vol.34
, pp. 1455-69
-
-
Meynard, C.N.1
Quinn, J.F.2
-
48
-
-
0037202445
-
Comparing five modelling techniques for predicting forest characteristics
-
Moisen GG, Frescino TS (2002). Comparing five modelling techniques for predicting forest characteristics. Ecological Modelling 157, 209-25.
-
(2002)
Ecological Modelling
, vol.157
, pp. 209-25
-
-
Moisen, G.G.1
Frescino, T.S.2
-
49
-
-
66149110788
-
Comparing niche- and process-based models to reduce prediction uncertainty in species range shifts under climate change
-
Morin X, Thuiller W (2009). Comparing niche- and process-based models to reduce prediction uncertainty in species range shifts under climate change. Ecology 90, 1301-13.
-
(2009)
Ecology
, vol.90
, pp. 1301-13
-
-
Morin, X.1
Thuiller, W.2
-
55
-
-
41449100102
-
Modelling of species distributions with Maxent: new extensions and a comprehensive evaluation
-
Phillips SJ, Dudik M (2008). Modelling of species distributions with Maxent: new extensions and a comprehensive evaluation. Ecography 31, 161-75.
-
(2008)
Ecography
, vol.31
, pp. 161-75
-
-
Phillips, S.J.1
Dudik, M.2
-
58
-
-
33645330972
-
Newer classification and regression tree techniques: bagging and random forests for ecological prediction
-
Prasad AM, Iverson LR, Liaw A (2006). Newer classification and regression tree techniques: bagging and random forests for ecological prediction. Ecosystems 9, 181-99.
-
(2006)
Ecosystems
, vol.9
, pp. 181-99
-
-
Prasad, A.M.1
Iverson, L.R.2
Liaw, A.3
-
59
-
-
79961135005
-
-
R Development Core Team, R Foundation for Statistical Computing, Vienna
-
R Development Core Team (2011). R: A Language and Environment for Statistical Computing. R Foundation for Statistical Computing, Vienna.
-
(2011)
R: A Language and Environment for Statistical Computing
-
-
-
60
-
-
33646543813
-
Are niche-based species distribution models transferable in space?
-
Randin CF, Dirnboeck T, Dullinger S, Zimmermann NE, Zappa M, Guisan A (2006). Are niche-based species distribution models transferable in space?. Journal of Biogeography 33, 1689-703.
-
(2006)
Journal of Biogeography
, vol.33
, pp. 1689-703
-
-
Randin, C.F.1
Dirnboeck, T.2
Dullinger, S.3
Zimmermann, N.E.4
Zappa, M.5
Guisan, A.6
-
61
-
-
0026332221
-
Neural networks as a tool for utilizing laboratory information-comparison with linear discriminant-analysis and with classification and regression trees
-
Reibnegger G, Weiss G, Wernerfelmayer G, Judmaier G, Wachter H (1991). Neural networks as a tool for utilizing laboratory information-comparison with linear discriminant-analysis and with classification and regression trees. PNAS 88, 11426-30.
-
(1991)
PNAS
, vol.88
, pp. 11426-30
-
-
Reibnegger, G.1
Weiss, G.2
Wernerfelmayer, G.3
Judmaier, G.4
Wachter, H.5
-
63
-
-
0030274304
-
Testing ecological models: the meaning of validation
-
Rykiel EJ (1996). Testing ecological models: the meaning of validation. Ecological Modelling 90, 229-44.
-
(1996)
Ecological Modelling
, vol.90
, pp. 229-44
-
-
Rykiel, E.J.1
-
64
-
-
4644223644
-
An evaluation of methods for modelling species distributions
-
Segurado P, Araujo MB (2004). An evaluation of methods for modelling species distributions. Journal of Biogeography 31, 1555-68.
-
(2004)
Journal of Biogeography
, vol.31
, pp. 1555-68
-
-
Segurado, P.1
Araujo, M.B.2
-
66
-
-
0036468622
-
Effects of sample size on accuracy of species distribution models
-
Stockwell DRB, Peterson AT (2002). Effects of sample size on accuracy of species distribution models. Ecological Modelling 148, 1-13.
-
(2002)
Ecological Modelling
, vol.148
, pp. 1-13
-
-
Stockwell, D.R.B.1
Peterson, A.T.2
-
68
-
-
4744352914
-
Effects of restricting environmental range of data to project current and future species distributions
-
Thuiller W, Brotons L, Araujo MB, Lavorel S (2004). Effects of restricting environmental range of data to project current and future species distributions. Ecography 27, 165-72.
-
(2004)
Ecography
, vol.27
, pp. 165-72
-
-
Thuiller, W.1
Brotons, L.2
Araujo, M.B.3
Lavorel, S.4
-
69
-
-
38849199261
-
Predicting global change impacts on plant species' distributions: future challenges
-
Thuiller W, Albert C, Araujo MB et al. (2008). Predicting global change impacts on plant species' distributions: future challenges. Perspectives in Plant Ecology, Evolution and Systematics 9, 137-52.
-
(2008)
Perspectives in Plant Ecology, Evolution and Systematics
, vol.9
, pp. 137-52
-
-
Thuiller, W.1
Albert, C.2
Araujo, M.B.3
-
70
-
-
84878122251
-
-
Laboratoire d'Écologie Alpine, Université Joseph Fourier, Grenoble, France
-
Thuiller W, Lafourcade B, Araujo M (2009a). Mod Operating Manual for BIOMOD. Laboratoire d'Écologie Alpine, Université Joseph Fourier, Grenoble, France.
-
(2009)
Mod Operating Manual for BIOMOD
-
-
Thuiller, W.1
Lafourcade, B.2
Araujo, M.3
-
71
-
-
64649098806
-
BIOMOD-a platform for ensemble forecasting of species distributions
-
Thuiller W, Lafourcade B, Engler R, Araujo MB (2009b). BIOMOD-a platform for ensemble forecasting of species distributions. Ecography 32, 369-73.
-
(2009)
Ecography
, vol.32
, pp. 369-73
-
-
Thuiller, W.1
Lafourcade, B.2
Engler, R.3
Araujo, M.B.4
-
72
-
-
34250322230
-
A comparative evaluation of presence-only methods for modelling species distribution
-
Tsoar A, Allouche O, Steinitz O, Rotem D, Kadmon R (2007). A comparative evaluation of presence-only methods for modelling species distribution. Diversity and Distributions 13, 397-405.
-
(2007)
Diversity and Distributions
, vol.13
, pp. 397-405
-
-
Tsoar, A.1
Allouche, O.2
Steinitz, O.3
Rotem, D.4
Kadmon, R.5
-
74
-
-
73949100096
-
Niches, models and climate change: assessing the assumptions and uncertainties
-
Wiens JA, Stralberg D, Jongsomjit D, Howell CA, Snyder MA (2009). Niches, models and climate change: assessing the assumptions and uncertainties. PNAS 106, 19729-36.
-
(2009)
PNAS
, vol.106
, pp. 19729-36
-
-
Wiens, J.A.1
Stralberg, D.2
Jongsomjit, D.3
Howell, C.A.4
Snyder, M.A.5
-
75
-
-
0041985115
-
Hierarchical Bayesian models for predicting the spread of ecological processes
-
Wikle CK (2003). Hierarchical Bayesian models for predicting the spread of ecological processes. Ecology 84, 1382-94.
-
(2003)
Ecology
, vol.84
, pp. 1382-94
-
-
Wikle, C.K.1
|