메뉴 건너뛰기




Volumn 186, Issue 3, 2005, Pages 299-311

Modelling the productivity of naturalised pasture in the North Island, New Zealand: A decision tree approach

Author keywords

Data mining; Decision tree; Modelling; Naturalised hill pasture; Productivity; Regression model

Indexed keywords

DATA MINING; DECISION THEORY; ENVIRONMENTAL IMPACT; MATHEMATICAL MODELS; RAIN; REGRESSION ANALYSIS;

EID: 22144487373     PISSN: 03043800     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.ecolmodel.2004.12.016     Document Type: Article
Times cited : (25)

References (57)
  • 1
    • 0032476767 scopus 로고    scopus 로고
    • Modelling daily topographic solar radiation without site-specific hourly radiation data
    • O. Antoni Modelling daily topographic solar radiation without site-specific hourly radiation data Ecol. Model. 113 1998 31 40
    • (1998) Ecol. Model. , vol.113 , pp. 31-40
    • Antoni, O.1
  • 2
    • 8344255223 scopus 로고
    • Introduction, production, and persistence of five grass species in dry hill country 6, Ballantrae, North Island, New Zealand
    • D.J. Barker, and N. Dymock Introduction, production, and persistence of five grass species in dry hill country 6, Ballantrae, North Island, New Zealand NZ J. Agric. Res. 36 1993 41 47
    • (1993) NZ J. Agric. Res. , vol.36 , pp. 41-47
    • Barker, D.J.1    Dymock, N.2
  • 7
    • 0033563642 scopus 로고    scopus 로고
    • Evaluation of the upgraded SPUR model (SPUR2.4)
    • J.K. Foy, W.R. Teague, and J.D. Hanson Evaluation of the upgraded SPUR model (SPUR2.4) Ecol. Model. 118 1999 149 165
    • (1999) Ecol. Model. , vol.118 , pp. 149-165
    • Foy, J.K.1    Teague, W.R.2    Hanson, J.D.3
  • 11
    • 0002243459 scopus 로고
    • Pasture production and transfer of fertility within a long-established hill pasture
    • A.G. Gillingham, and C. During Pasture production and transfer of fertility within a long-established hill pasture NZ J. Exp. Agric. 1 1973 227 232
    • (1973) NZ J. Exp. Agric. , vol.1 , pp. 227-232
    • Gillingham, A.G.1    During, C.2
  • 13
    • 0030619535 scopus 로고    scopus 로고
    • Testing the 'CENTURY' ecosystem level model on data sets from eight grassland sites in the former USSR representing a wide climatic/soil gradient
    • T.G. Gilmanov, W.J. Parton, and D.S. Ojima Testing the 'CENTURY' ecosystem level model on data sets from eight grassland sites in the former USSR representing a wide climatic/soil gradient Ecol. Model. 96 1997 191 210
    • (1997) Ecol. Model. , vol.96 , pp. 191-210
    • Gilmanov, T.G.1    Parton, W.J.2    Ojima, D.S.3
  • 14
    • 0034610199 scopus 로고    scopus 로고
    • Predictive habitat distribution models in ecology
    • A. Guisan, and N.E. Zimmermann Predictive habitat distribution models in ecology Ecol. Model. 135 2000 147 186
    • (2000) Ecol. Model. , vol.135 , pp. 147-186
    • Guisan, A.1    Zimmermann, N.E.2
  • 15
    • 0000155430 scopus 로고
    • Regression of a model on real-system output: An invalid test of model validity
    • S.R. Harrison Regression of a model on real-system output: an invalid test of model validity Agric. Syst. 34 1990 183 190
    • (1990) Agric. Syst. , vol.34 , pp. 183-190
    • Harrison, S.R.1
  • 17
    • 3643116698 scopus 로고    scopus 로고
    • Predicting abundance of 80 tree species following climate change in eastern United States
    • L.R. Iverson, and A.M. Prasad Predicting abundance of 80 tree species following climate change in eastern United States Ecol. Monogr. 68 1998 465 485
    • (1998) Ecol. Monogr. , vol.68 , pp. 465-485
    • Iverson, L.R.1    Prasad, A.M.2
  • 19
    • 0002197654 scopus 로고
    • Influence of fertilizer and grazing management on North Island moist hill country. 1. Herbage accumulation
    • M.G. Lambert, D.A. Clark, D.A. Grant, D.A. Costall, and R.H. Fletcher Influence of fertilizer and grazing management on North Island moist hill country. 1. Herbage accumulation NZ J. Agric. Res. 26 1983 95 108
    • (1983) NZ J. Agric. Res. , vol.26 , pp. 95-108
    • Lambert, M.G.1    Clark, D.A.2    Grant, D.A.3    Costall, D.A.4    Fletcher, R.H.5
  • 20
    • 0023529881 scopus 로고
    • Legume production and nitrogen fixation in hill pasture community
    • S.F. Ledgard, G.J. Brier, and R.A. Littler Legume production and nitrogen fixation in hill pasture community NZ J. Agric. Res. 30 1987 413 421
    • (1987) NZ J. Agric. Res. , vol.30 , pp. 413-421
    • Ledgard, S.F.1    Brier, G.J.2    Littler, R.A.3
  • 21
    • 0020458143 scopus 로고
    • Influence of some soil and pasture components on the growth of hill pastures. 1. Winter and spring production
    • S.F. Ledgard, G.W. Sheath, and A.G. Gillingham Influence of some soil and pasture components on the growth of hill pastures. 1. Winter and spring production NZ J. Agric. Res. 10 1982 239 244
    • (1982) NZ J. Agric. Res. , vol.10 , pp. 239-244
    • Ledgard, S.F.1    Sheath, G.W.2    Gillingham, A.G.3
  • 23
    • 22144453467 scopus 로고
    • Cutting techniques in grassland experiments
    • P.B. Lynch, and N.S. Mountier Cutting techniques in grassland experiments NZ J. Sci. Technol. 36A 1954 375 385
    • (1954) NZ J. Sci. Technol. , vol.36 , pp. 375-385
    • Lynch, P.B.1    Mountier, N.S.2
  • 24
    • 0000046495 scopus 로고
    • Estimating solar radiation on sloping surfaces
    • K.J. McAneney, and P.E. Noble Estimating solar radiation on sloping surfaces NZ J. Exp. Agric. 4 1975 195 202
    • (1975) NZ J. Exp. Agric. , vol.4 , pp. 195-202
    • McAneney, K.J.1    Noble, P.E.2
  • 25
    • 0030609658 scopus 로고    scopus 로고
    • Misuse of regression for empirical validation of models
    • P.L. Mitchell Misuse of regression for empirical validation of models Agric. Syst. 54 1997 313 326
    • (1997) Agric. Syst. , vol.54 , pp. 313-326
    • Mitchell, P.L.1
  • 27
    • 0034472851 scopus 로고    scopus 로고
    • A climate-driven, fertility dependent, pasture production model
    • J.L. Moir, D.R. Scotter, and M.J. Hedley A climate-driven, fertility dependent, pasture production model NZ J. Agric. Res. 43 2000 491 511
    • (2000) NZ J. Agric. Res. , vol.43 , pp. 491-511
    • Moir, J.L.1    Scotter, D.R.2    Hedley, M.J.3
  • 29
    • 0031591149 scopus 로고    scopus 로고
    • Prediction of functional characteristics of ecosystems: A comparison of artificial neural networks and regression models
    • J.M. Paruelo, and F. Tomasel Prediction of functional characteristics of ecosystems: a comparison of artificial neural networks and regression models Ecol. Model. 98 1997 173 186
    • (1997) Ecol. Model. , vol.98 , pp. 173-186
    • Paruelo, J.M.1    Tomasel, F.2
  • 31
    • 0002173848 scopus 로고
    • On the assessment of surface heat flux and evaporation using large-scale parameters
    • C.H.B. Priestley, and R.J. Taylor On the assessment of surface heat flux and evaporation using large-scale parameters Monthly Weather Rev. 100 1972 81 92
    • (1972) Monthly Weather Rev. , vol.100 , pp. 81-92
    • Priestley, C.H.B.1    Taylor, R.J.2
  • 32
    • 0020407967 scopus 로고
    • Effects of aspect and topography on pasture production in hill country
    • J.E. Radcliffe Effects of aspect and topography on pasture production in hill country NZ J. Agric. Res. 25 1982 486 496
    • (1982) NZ J. Agric. Res. , vol.25 , pp. 486-496
    • Radcliffe, J.E.1
  • 33
    • 0005854621 scopus 로고
    • Temperate pasture production
    • Snayden, R.W. (Ed.)
    • Radcliffe, J.E., Barrs, J.A., 1987. Temperate pasture production. In: Snayden, R.W. (Ed.), Ecosystems of the World, 17B, pp. 7-17.
    • (1987) Ecosystems of the World , vol.17 B , pp. 7-17
    • Radcliffe, J.E.1    Barrs, J.A.2
  • 34
    • 0019677811 scopus 로고
    • Aspect influences on pasture microclimate at Coopers Creek, North Canterbury
    • J.E. Radcliffe, and K.R. Lefever Aspect influences on pasture microclimate at Coopers Creek, North Canterbury NZ J. Agric. Res. 24 1981 55 56
    • (1981) NZ J. Agric. Res. , vol.24 , pp. 55-56
    • Radcliffe, J.E.1    Lefever, K.R.2
  • 37
    • 0031931170 scopus 로고    scopus 로고
    • A pasture simulation model for dry matter production, and fluxes of carbon, nitrogen, water and energy
    • M. Riedo, A. Grub, M. Rosset, and J. Fuhrer A pasture simulation model for dry matter production, and fluxes of carbon, nitrogen, water and energy Ecol. Model. 105 1998 141 183
    • (1998) Ecol. Model. , vol.105 , pp. 141-183
    • Riedo, M.1    Grub, A.2    Rosset, M.3    Fuhrer, J.4
  • 38
    • 0037114466 scopus 로고    scopus 로고
    • Coupling soil-plant-atmosphere exchange of ammonia with ecosystem functioning in grasslands
    • M. Riedoa, C. Milforda, M. Schmidb, and M.A. Sutton Coupling soil-plant-atmosphere exchange of ammonia with ecosystem functioning in grasslands Ecol. Model. 158 2002 83 110
    • (2002) Ecol. Model. , vol.158 , pp. 83-110
    • Riedoa, M.1    Milforda, C.2    Schmidb, M.3    Sutton, M.A.4
  • 39
    • 0030274304 scopus 로고    scopus 로고
    • Testing ecological models: The meaning of validation
    • E. Rykiel Jr. Testing ecological models: the meaning of validation Ecol. Model. 90 1996 229 244
    • (1996) Ecol. Model. , vol.90 , pp. 229-244
    • Rykiel Jr., E.1
  • 40
    • 0024223389 scopus 로고
    • Primary production of the central grassland region of the United States
    • O.E. Sala, W.J. Parton, L.A. Joyce, and W.K. Lauenroth Primary production of the central grassland region of the United States Ecology 69 1988 40 45
    • (1988) Ecology , vol.69 , pp. 40-45
    • Sala, O.E.1    Parton, W.J.2    Joyce, L.A.3    Lauenroth, W.K.4
  • 41
    • 22144433969 scopus 로고    scopus 로고
    • Data mining in the survey setting: Why do children go off the rails?
    • J. Scheffer Data mining in the survey setting: Why do children go off the rails? Res. Lett. Inform. Math. Sci. 3 2002 161 189
    • (2002) Res. Lett. Inform. Math. Sci. , vol.3 , pp. 161-189
    • Scheffer, J.1
  • 42
    • 0036768650 scopus 로고    scopus 로고
    • Sustainability of New Zealand high-country pastures under contrasting development inputs. 8. Modelling sheep carrying capacity
    • D. Scott Sustainability of New Zealand high-country pastures under contrasting development inputs. 8. Modelling sheep carrying capacity NZ J. Agric. Res. 45 2002 151 163
    • (2002) NZ J. Agric. Res. , vol.45 , pp. 151-163
    • Scott, D.1
  • 43
    • 22144472127 scopus 로고
    • Modelling as a tool for grassland science progress
    • M.G. Baker Sir Publishing Wellington, New Zealand
    • N.G. Seligman, and M.G. Baker Modelling as a tool for grassland science progress M.G. Baker Grassland for Our World 1993 Sir Publishing Wellington, New Zealand 228 233
    • (1993) Grassland for Our World , pp. 228-233
    • Seligman, N.G.1    Baker, M.G.2
  • 45
    • 0022213286 scopus 로고
    • Effect of November-April grazing pressure on hill country pastures. 3. Interrelationship with soil and pasture variation
    • G.W. Sheath, and R.C. Boom Effect of November-April grazing pressure on hill country pastures. 3. Interrelationship with soil and pasture variation NZ J. Agric. Res. 13 1985 341 349
    • (1985) NZ J. Agric. Res. , vol.13 , pp. 341-349
    • Sheath, G.W.1    Boom, R.C.2
  • 46
    • 0031412223 scopus 로고    scopus 로고
    • Relationship between pasture dry matter yield and soil Olsen P from a series of long-term field trials
    • A.G. Sinclair, P.D. Johnstone, and L.C. Smith Relationship between pasture dry matter yield and soil Olsen P from a series of long-term field trials NZ J. Agric. Res. 40 1997 559 567
    • (1997) NZ J. Agric. Res. , vol.40 , pp. 559-567
    • Sinclair, A.G.1    Johnstone, P.D.2    Smith, L.C.3
  • 47
    • 0344183838 scopus 로고    scopus 로고
    • Modelling and simulation in applied livestock production science
    • R.M. Peart R.B. Carry Marcel Dekker New York
    • J.T. Sorenson Modelling and simulation in applied livestock production science R.M. Peart R.B. Carry Agricultural Systems: Modelling and Simulation 1998 Marcel Dekker New York 475 494
    • (1998) Agricultural Systems: Modelling and Simulation , pp. 475-494
    • Sorenson, J.T.1
  • 48
    • 22144433585 scopus 로고
    • Decision support systems in the transfer of grassland technology
    • M.G. Baker Sir Publishing Wellington, New Zealand
    • J.W. Stuth, W.T. Hamilton, J.C. Conner, D.P. Sheehy, and M.J. Baker Decision support systems in the transfer of grassland technology M.G. Baker Grassland for Our World 1993 Sir Publishing Wellington, New Zealand 234 242
    • (1993) Grassland for Our World , pp. 234-242
    • Stuth, J.W.1    Hamilton, W.T.2    Conner, J.C.3    Sheehy, D.P.4    Baker, M.J.5
  • 49
    • 84909703511 scopus 로고
    • Pasture management trials on unploughable hill country at Te Awa. 3. Result for 1959-69
    • F.E.T. Suckling Pasture management trials on unploughable hill country at Te Awa. 3. Result for 1959-69 NZ J Agric. Res. 3 1975 351 436
    • (1975) NZ J Agric. Res. , vol.3 , pp. 351-436
    • Suckling, F.E.T.1
  • 53
    • 0034503178 scopus 로고    scopus 로고
    • Classification trees: An alternative non-parametric approach for predicting species distribution
    • M.P. Vayssieres, R.E. Plant, and B.H. Allen-diaz Classification trees: an alternative non-parametric approach for predicting species distribution J. Veg. Sci. 11 2000 679 694
    • (2000) J. Veg. Sci. , vol.11 , pp. 679-694
    • Vayssieres, M.P.1    Plant, R.E.2    Allen-Diaz, B.H.3
  • 54
    • 10544232031 scopus 로고
    • Hill and high country pasture
    • R.H.M. Langer Oxford University Press Auckland, New Zealand
    • J.G.H. White Hill and high country pasture R.H.M. Langer Pastures: Their Ecology and Management 1990 Oxford University Press Auckland, New Zealand 299 336
    • (1990) Pastures: Their Ecology and Management , pp. 299-336
    • White, J.G.H.1
  • 56
    • 0034938054 scopus 로고    scopus 로고
    • A practical model for predicting soil water deficit in New Zealand
    • S.J.R. Woodward, D.J. Barker, and R.E. Zyskowski A practical model for predicting soil water deficit in New Zealand NZ Agric. Sci. 44 2001 91 109
    • (2001) NZ Agric. Sci. , vol.44 , pp. 91-109
    • Woodward, S.J.R.1    Barker, D.J.2    Zyskowski, R.E.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.