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Volumn 84, Issue , 2018, Pages 263-272

Role of environmental variables in the spatial distribution of soil carbon (C), nitrogen (N), and C:N ratio from the northeastern coastal agroecosystems in China

Author keywords

Boosted regression trees; C:N ratio; Coastal agroecosystems; Digital soil mapping; Soil organic carbon; Total nitrogen

Indexed keywords

ECOSYSTEMS; FOOD SUPPLY; FORECASTING; FORESTRY; MAPPING; MEAN SQUARE ERROR; NITROGEN; ORGANIC CARBON; PRODUCTIVITY; REMOTE SENSING; SOILS; SPATIAL DISTRIBUTION;

EID: 85028915637     PISSN: 1470160X     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.ecolind.2017.08.046     Document Type: Article
Times cited : (96)

References (67)
  • 1
    • 84920971214 scopus 로고    scopus 로고
    • Digital mapping of topsoil carbon content and changes in the Driftless Area of Wisconsin, USA
    • Adhikari, K., Hartemink, A.E., Digital mapping of topsoil carbon content and changes in the Driftless Area of Wisconsin, USA. Soil Sci. Soc. Am. J. 79:1 (2015), 155–164.
    • (2015) Soil Sci. Soc. Am. J. , vol.79 , Issue.1 , pp. 155-164
    • Adhikari, K.1    Hartemink, A.E.2
  • 2
    • 84891623675 scopus 로고    scopus 로고
    • Comparing kriging and regression approaches for mapping soil clay content in a diverse Danish landscape
    • Adhikari, K., Kheir, R.B., Greve, M.B., Greve, M.H., Comparing kriging and regression approaches for mapping soil clay content in a diverse Danish landscape. Soil Sci. 178:9 (2013), 505–517.
    • (2013) Soil Sci. , vol.178 , Issue.9 , pp. 505-517
    • Adhikari, K.1    Kheir, R.B.2    Greve, M.B.3    Greve, M.H.4
  • 4
    • 0030302293 scopus 로고    scopus 로고
    • Total carbon and nitrogen in the soils of the world
    • Batjes, N.H., Total carbon and nitrogen in the soils of the world. Eur. J. Soil Sci. 47:2 (1996), 151–163.
    • (1996) Eur. J. Soil Sci. , vol.47 , Issue.2 , pp. 151-163
    • Batjes, N.H.1
  • 6
    • 67649280364 scopus 로고    scopus 로고
    • Analysis of air pollution data at a mixed source location using boosted regression trees
    • Carslaw, D.C., Taylor, P.J., Analysis of air pollution data at a mixed source location using boosted regression trees. Atmos. Environ. 43 (2009), 3563–3570.
    • (2009) Atmos. Environ. , vol.43 , pp. 3563-3570
    • Carslaw, D.C.1    Taylor, P.J.2
  • 7
    • 84907436927 scopus 로고    scopus 로고
    • Assessment of land use factors associated with dengue cases in Malaysia using Boosted Regression Trees
    • Cheong, Y.L., Leitão, P.J., Lakes, T., Assessment of land use factors associated with dengue cases in Malaysia using Boosted Regression Trees. Spat. Spatiotemporal Epidemiol. 10 (2014), 75–84.
    • (2014) Spat. Spatiotemporal Epidemiol. , vol.10 , pp. 75-84
    • Cheong, Y.L.1    Leitão, P.J.2    Lakes, T.3
  • 9
    • 84881100730 scopus 로고    scopus 로고
    • Changes in soil carbon and nitrogen following land abandonment of farmland on the Loess Plateau, China
    • Deng, L., Shangguan, Z.P., Sweeney, S., Changes in soil carbon and nitrogen following land abandonment of farmland on the Loess Plateau, China. PLoS One, 8, 2013, e71923.
    • (2013) PLoS One , vol.8 , pp. e71923
    • Deng, L.1    Shangguan, Z.P.2    Sweeney, S.3
  • 10
    • 84960933314 scopus 로고    scopus 로고
    • Effects of age and land-use changes on soil carbon and nitrogen sequestrations following cropland abandonment on the Loess Plateau, China
    • Deng, L., Wang, G.L., Liu, G.B., Shangguan, Z.P., Effects of age and land-use changes on soil carbon and nitrogen sequestrations following cropland abandonment on the Loess Plateau, China. Ecol. Eng. 90 (2016), 105–112.
    • (2016) Ecol. Eng. , vol.90 , pp. 105-112
    • Deng, L.1    Wang, G.L.2    Liu, G.B.3    Shangguan, Z.P.4
  • 12
    • 84893596447 scopus 로고    scopus 로고
    • Digital soil mapping of soil organic carbon stocks under different land use and land cover types in montane ecosystems, Eastern Himalayas
    • Dorji, T., Odeh, I.O., Field, D.J., Baillie, I.C., Digital soil mapping of soil organic carbon stocks under different land use and land cover types in montane ecosystems, Eastern Himalayas. For. Ecol. Manage. 318 (2014), 91–102.
    • (2014) For. Ecol. Manage. , vol.318 , pp. 91-102
    • Dorji, T.1    Odeh, I.O.2    Field, D.J.3    Baillie, I.C.4
  • 13
    • 84885774276 scopus 로고    scopus 로고
    • Spatial variation of soil carbon and nitrogen pools by using ordinary Kriging method in an area of north Nile Delta
    • Elbasiouny, H., Abowaly, M., Abu_Alkheir, A., Gad, A., Spatial variation of soil carbon and nitrogen pools by using ordinary Kriging method in an area of north Nile Delta. Egypt. Catena 113 (2014), 70–78.
    • (2014) Egypt. Catena , vol.113 , pp. 70-78
    • Elbasiouny, H.1    Abowaly, M.2    Abu_Alkheir, A.3    Gad, A.4
  • 14
    • 44849118698 scopus 로고    scopus 로고
    • A working guide to boosted regression trees
    • Elith, J., Leathwick, J.R., Hastie, T., A working guide to boosted regression trees. J. Anim. Ecol. 77 (2008), 802–813.
    • (2008) J. Anim. Ecol. , vol.77 , pp. 802-813
    • Elith, J.1    Leathwick, J.R.2    Hastie, T.3
  • 15
    • 0034164230 scopus 로고    scopus 로고
    • Additive logistic regression: a statistical view of boosting
    • Friedman, J., Hastie, T., Tibshirani, R., Additive logistic regression: a statistical view of boosting. Ann. Stat. 28:2 (2000), 337–407.
    • (2000) Ann. Stat. , vol.28 , Issue.2 , pp. 337-407
    • Friedman, J.1    Hastie, T.2    Tibshirani, R.3
  • 16
    • 0035470889 scopus 로고    scopus 로고
    • Greedy function approximation: a gradient boosting machine
    • Friedman, J.H., Greedy function approximation: a gradient boosting machine. Ann. Stat. 29:5 (2001), 1189–1232.
    • (2001) Ann. Stat. , vol.29 , Issue.5 , pp. 1189-1232
    • Friedman, J.H.1
  • 17
    • 33750960360 scopus 로고    scopus 로고
    • Measured forest soil C stocks and estimated turnover times along an elevation gradient
    • Garten, C.T. Jr., Hanson, P.J., Measured forest soil C stocks and estimated turnover times along an elevation gradient. Geoderma 136 (2006), 342–352.
    • (2006) Geoderma , vol.136 , pp. 342-352
    • Garten, C.T.1    Hanson, P.J.2
  • 18
    • 0034496341 scopus 로고    scopus 로고
    • Modeling soil–landscape and ecosystem properties using terrain attributes
    • Gessler, P.E., Chadwick, O.A., Chamran, F., Althouse, L., Holmes, K., Modeling soil–landscape and ecosystem properties using terrain attributes. Soil Sci. Soc. Am. J. 64:6 (2000), 2046–2056.
    • (2000) Soil Sci. Soc. Am. J. , vol.64 , Issue.6 , pp. 2046-2056
    • Gessler, P.E.1    Chadwick, O.A.2    Chamran, F.3    Althouse, L.4    Holmes, K.5
  • 19
    • 0027045498 scopus 로고
    • Carbon storage in upland forests of the Lake States
    • Grigal, D.F., Ohmann, L.F., Carbon storage in upland forests of the Lake States. Soil Sci. Soc. Am. J. 56 (1992), 935–943.
    • (1992) Soil Sci. Soc. Am. J. , vol.56 , pp. 935-943
    • Grigal, D.F.1    Ohmann, L.F.2
  • 20
    • 0021069640 scopus 로고
    • Pedology and geomorphology
    • L.P. Wilding N.E. Smeck G.F. Hall Elsevier Science Publishers Besloten Vennootshap met Beperkte Aansprak-elijkhed Amsterdam the Netherlands
    • Hall, G.F., Pedology and geomorphology. Wilding, L.P., Smeck, N.E., Hall, G.F., (eds.) In: Pedogenesis and Soil Taxonomy: I. Concepts and Interactions, 1983, Elsevier Science Publishers Besloten Vennootshap met Beperkte Aansprak-elijkhed, Amsterdam the Netherlands, 117–140.
    • (1983) In: Pedogenesis and Soil Taxonomy: I. Concepts and Interactions , pp. 117-140
    • Hall, G.F.1
  • 22
    • 84947760924 scopus 로고    scopus 로고
    • An overview and comparison of machine-learning techniques for classification purposes in digital soil mapping
    • Heung, B., Ho, H.C., Zhang, J., Knudby, A., Bulmer, C.E., Schmidt, M.G., An overview and comparison of machine-learning techniques for classification purposes in digital soil mapping. Geoderma 265 (2016), 62–77.
    • (2016) Geoderma , vol.265 , pp. 62-77
    • Heung, B.1    Ho, H.C.2    Zhang, J.3    Knudby, A.4    Bulmer, C.E.5    Schmidt, M.G.6
  • 23
    • 84860230931 scopus 로고    scopus 로고
    • Dismo: Species Distribution Modeling. R Package Version 0. 8–17
    • Hijmans, R.J., Phillips, S., Leathwick, J., Elith, J., Dismo: Species Distribution Modeling. R Package Version 0. 8–17. 2013 http://www.idg.pl/mirrors/CRAN/web/packages/dismo/vignettes/sdm.pdf.
    • (2013)
    • Hijmans, R.J.1    Phillips, S.2    Leathwick, J.3    Elith, J.4
  • 24
    • 0344654958 scopus 로고    scopus 로고
    • Relationships between soil organic carbon and site characteristics in Peninsular Spain
    • Hontoria, C., Rodŕ ıguez-Murillo, J.C., Saa, A., Relationships between soil organic carbon and site characteristics in Peninsular Spain. Soil Sci. Soc. Am. J. 63:3 (1999), 614–621.
    • (1999) Soil Sci. Soc. Am. J. , vol.63 , Issue.3 , pp. 614-621
    • Hontoria, C.1    Rodŕ ıguez-Murillo, J.C.2    Saa, A.3
  • 25
    • 33747500282 scopus 로고    scopus 로고
    • Spatial variability of soil nutrients and influencing factors in a vegetable production area of Hebei Province in China
    • Huang, S.W., Jin, J.Y., Yang, L.P., Bai, Y.L., Spatial variability of soil nutrients and influencing factors in a vegetable production area of Hebei Province in China. Nutr. Cycl. Agroecosyst. 75:1–3 (2006), 201–212.
    • (2006) Nutr. Cycl. Agroecosyst. , vol.75 , Issue.1-3 , pp. 201-212
    • Huang, S.W.1    Jin, J.Y.2    Yang, L.P.3    Bai, Y.L.4
  • 26
    • 84908464864 scopus 로고    scopus 로고
    • World Reference Base for Soil Resources 2014. International Soil Classification System for Naming Soils and Creating Legends for Soil Maps. World Soil Resources Reports, No. 106
    • FAO Rome
    • IUSS Working Group WRB, World Reference Base for Soil Resources 2014. International Soil Classification System for Naming Soils and Creating Legends for Soil Maps. World Soil Resources Reports, No. 106., 2014, FAO, Rome.
    • (2014)
    • IUSS Working Group WRB1
  • 27
    • 0025584468 scopus 로고
    • Soil landscapes and drainage basins in Mediterranean mountain areas
    • Ibán, J.J., Ballesta, R.J., Alvarez, A.G., Soil landscapes and drainage basins in Mediterranean mountain areas. Catena 17:6 (1990), 573–583.
    • (1990) Catena , vol.17 , Issue.6 , pp. 573-583
    • Ibán, J.J.1    Ballesta, R.J.2    Alvarez, A.G.3
  • 28
    • 0004059979 scopus 로고
    • Factors of Soil Formation: A System of Quantitative Pedology
    • (McGrawHill, NY)
    • Jenny, H., Factors of Soil Formation: A System of Quantitative Pedology. 1941 (McGrawHill, NY).
    • (1941)
    • Jenny, H.1
  • 29
    • 0043272180 scopus 로고    scopus 로고
    • The vertical distribution of soil organic carbon and its relation to climate and vegetation
    • Jobbágy, E.G., Jackson, R.B., The vertical distribution of soil organic carbon and its relation to climate and vegetation. Ecol. Appl. 10 (2000), 423–436.
    • (2000) Ecol. Appl. , vol.10 , pp. 423-436
    • Jobbágy, E.G.1    Jackson, R.B.2
  • 30
    • 2942636040 scopus 로고    scopus 로고
    • Soil C sequestration impacts on global climatic change and food security
    • Lal, R., Soil C sequestration impacts on global climatic change and food security. Science 304:5677 (2004), 1623–1627.
    • (2004) Science , vol.304 , Issue.5677 , pp. 1623-1627
    • Lal, R.1
  • 31
    • 35748968210 scopus 로고    scopus 로고
    • Changes in soil and vegetation following stabilization of dunes in the southeastern fringe of the Tengger Desert, China
    • Li, X.R., Kong, D.S., Tan, H.J., Wang, X.P., Changes in soil and vegetation following stabilization of dunes in the southeastern fringe of the Tengger Desert, China. Plant Soil 300 (2007), 221–231.
    • (2007) Plant Soil , vol.300 , pp. 221-231
    • Li, X.R.1    Kong, D.S.2    Tan, H.J.3    Wang, X.P.4
  • 32
    • 84155191188 scopus 로고    scopus 로고
    • Uncertainty in the spatial prediction of soil texture: comparison of regression tree and Random Forest models
    • Ließ, M., Glaser, B., Huwe, B., Uncertainty in the spatial prediction of soil texture: comparison of regression tree and Random Forest models. Geoderma 170 (2012), 70–79.
    • (2012) Geoderma , vol.170 , pp. 70-79
    • Ließ, M.1    Glaser, B.2    Huwe, B.3
  • 33
    • 33847719564 scopus 로고    scopus 로고
    • The effect of environmental variables on soil characteristics at different scales in the transition zone of the Loess Plateau in China
    • Liu, S.L., Guo, X.D., Fu, B.J., Lian, G., Wang, J., The effect of environmental variables on soil characteristics at different scales in the transition zone of the Loess Plateau in China. Soil Use Manage. 23 (2007), 92–99.
    • (2007) Soil Use Manage. , vol.23 , pp. 92-99
    • Liu, S.L.1    Guo, X.D.2    Fu, B.J.3    Lian, G.4    Wang, J.5
  • 34
    • 84873352285 scopus 로고    scopus 로고
    • Comparing the determinants of cropland abandonment in Albania and Romania using boosted regression trees
    • Müller, D., Leitão, P.J., Sikor, T., Comparing the determinants of cropland abandonment in Albania and Romania using boosted regression trees. Agric. Syst. 117 (2013), 66–77.
    • (2013) Agric. Syst. , vol.117 , pp. 66-77
    • Müller, D.1    Leitão, P.J.2    Sikor, T.3
  • 36
    • 84897409715 scopus 로고    scopus 로고
    • Evaluation of modelling approaches for predicting the spatial distribution of soil organic carbon stocks at the national scale
    • Martin, M.P., Orton, T.G., Lacarce, E., Meersmans, J., Saby, N.P.A., Paroissien, J.B., Jolivet, C., Boulonne, L., Arrouays, D., Evaluation of modelling approaches for predicting the spatial distribution of soil organic carbon stocks at the national scale. Geoderma 223–225 (2014), 97–107.
    • (2014) Geoderma , vol.223-225 , pp. 97-107
    • Martin, M.P.1    Orton, T.G.2    Lacarce, E.3    Meersmans, J.4    Saby, N.P.A.5    Paroissien, J.B.6    Jolivet, C.7    Boulonne, L.8    Arrouays, D.9
  • 38
    • 33646526026 scopus 로고    scopus 로고
    • Prediction and digital mapping of soil carbon storage in the Lower Namoi Valley
    • Minasny, B., McBratney, A.B., Santos, M.L.M., Odeh, I.O.A., Guyon, B., Prediction and digital mapping of soil carbon storage in the Lower Namoi Valley. Aust. J. Soil Res. 44 (2006), 223–244.
    • (2006) Aust. J. Soil Res. , vol.44 , pp. 223-244
    • Minasny, B.1    McBratney, A.B.2    Santos, M.L.M.3    Odeh, I.O.A.4    Guyon, B.5
  • 40
    • 77956804200 scopus 로고    scopus 로고
    • Predicting the spatial variation of the soil organic carbon pool at a regional scale
    • Mishra, U., Lal, R., Liu, D., Van Meirvenne, M., Predicting the spatial variation of the soil organic carbon pool at a regional scale. Soil Sci. Soc. Am. J. 74:3 (2010), 906–914.
    • (2010) Soil Sci. Soc. Am. J. , vol.74 , Issue.3 , pp. 906-914
    • Mishra, U.1    Lal, R.2    Liu, D.3    Van Meirvenne, M.4
  • 41
    • 0027254911 scopus 로고
    • Brief report: facilitator-suggested conversational evaluation of facilitated communication
    • Moore, S., Donovan, B., Hudson, A., Brief report: facilitator-suggested conversational evaluation of facilitated communication. Soil Sci. Soc. Am. J. 23:3 (1993), 541–552.
    • (1993) Soil Sci. Soc. Am. J. , vol.23 , Issue.3 , pp. 541-552
    • Moore, S.1    Donovan, B.2    Hudson, A.3
  • 43
    • 84867684103 scopus 로고    scopus 로고
    • Comparison of five modelling techniques to predict the spatial distribution and abundance of seabirds
    • Oppel, S., Meirinho, A., Ramírez, I., Gardner, B., O'Connell, A.F., Miller, P.I., Comparison of five modelling techniques to predict the spatial distribution and abundance of seabirds. Biol. Conserv. 156 (2012), 94–104.
    • (2012) Biol. Conserv. , vol.156 , pp. 94-104
    • Oppel, S.1    Meirinho, A.2    Ramírez, I.3    Gardner, B.4    O'Connell, A.F.5    Miller, P.I.6
  • 44
    • 79960961569 scopus 로고    scopus 로고
    • Climate and vegetation determine soil organic matter status in an alpine inner-tropical soil catena in the Fan Si Pan Mountain, Vietnam
    • Podwojewski, P., Poulenard, J., Nguyet, M.L., de Rouw, A., Nguyen, V.T., Pham, Q.H., Tran, D.T., Climate and vegetation determine soil organic matter status in an alpine inner-tropical soil catena in the Fan Si Pan Mountain, Vietnam. Catena 87 (2011), 226–239.
    • (2011) Catena , vol.87 , pp. 226-239
    • Podwojewski, P.1    Poulenard, J.2    Nguyet, M.L.3    de Rouw, A.4    Nguyen, V.T.5    Pham, Q.H.6    Tran, D.T.7
  • 45
    • 0036820856 scopus 로고    scopus 로고
    • Relationships among soil carbon distributions and biophysical factors at nested spatial scales in rain forests of northeastern Costa Rica
    • Powers, J.P., Schlesinger, W.H., Relationships among soil carbon distributions and biophysical factors at nested spatial scales in rain forests of northeastern Costa Rica. Geoderma 109 (2002), 165–190.
    • (2002) Geoderma , vol.109 , pp. 165-190
    • Powers, J.P.1    Schlesinger, W.H.2
  • 46
    • 5344244656 scopus 로고    scopus 로고
    • R: a Language and Environment for Statistical Computing
    • R foundation for statistical computing Vienna, Austria
    • R Development Core Team, R: a Language and Environment for Statistical Computing. 2013, R foundation for statistical computing, Vienna, Austria http://www.Rproject.org/.
    • (2013)
    • R Development Core Team1
  • 47
    • 79955475466 scopus 로고    scopus 로고
    • Mapping organic carbon stocks in eucalyptus plantations of the central highlands of Madagascar: a multiple regression approach
    • Razakamanarivo, R.H., Grinand, C., Razafindrakoto, M.A., Bernoux, M., Albrecht, A., Mapping organic carbon stocks in eucalyptus plantations of the central highlands of Madagascar: a multiple regression approach. Geoderma 162 (2011), 335–346.
    • (2011) Geoderma , vol.162 , pp. 335-346
    • Razakamanarivo, R.H.1    Grinand, C.2    Razafindrakoto, M.A.3    Bernoux, M.4    Albrecht, A.5
  • 48
    • 0031446526 scopus 로고    scopus 로고
    • The role of soil organic matter in maintaining soil quality in continuous cropping systems
    • Reeves, D.W., The role of soil organic matter in maintaining soil quality in continuous cropping systems. Soil Till. Res. 43 (1997), 131–167.
    • (1997) Soil Till. Res. , vol.43 , pp. 131-167
    • Reeves, D.W.1
  • 50
    • 0036080160 scopus 로고    scopus 로고
    • Bagging, boosting and the random subspace method for linear classifiers
    • Skurichina, M., Duin, R.P., Bagging, boosting and the random subspace method for linear classifiers. Pattern Anal. Appl. 5 (2002), 121–135.
    • (2002) Pattern Anal. Appl. , vol.5 , pp. 121-135
    • Skurichina, M.1    Duin, R.P.2
  • 51
    • 34250776597 scopus 로고    scopus 로고
    • Assessment of soil and plant carbon levels in two ecosystems (woody bamboo and pasture) in Montane Ecuador
    • Tian, G., Justicia, R., Coleman, D.C., Carroll, C.R., Assessment of soil and plant carbon levels in two ecosystems (woody bamboo and pasture) in Montane Ecuador. Soil Sci. 172:6 (2007), 459–468.
    • (2007) Soil Sci. , vol.172 , Issue.6 , pp. 459-468
    • Tian, G.1    Justicia, R.2    Coleman, D.C.3    Carroll, C.R.4
  • 52
    • 5544224701 scopus 로고    scopus 로고
    • Relationships between soil properties and slope position in a lowland rain forest of southern Taiwan
    • Tsui, C.C., Chen, Z.S., Hsieh, C.F., Relationships between soil properties and slope position in a lowland rain forest of southern Taiwan. Geoderma 123 (2004), 131–142.
    • (2004) Geoderma , vol.123 , pp. 131-142
    • Tsui, C.C.1    Chen, Z.S.2    Hsieh, C.F.3
  • 53
    • 84880020556 scopus 로고    scopus 로고
    • Soil organic carbon stocks in relation to elevation gradients in volcanic ash soils of Taiwan
    • Tsui, C.C., Tsai, C.C., Chen, Z.S., Soil organic carbon stocks in relation to elevation gradients in volcanic ash soils of Taiwan. Geoderma 209 (2013), 119–127.
    • (2013) Geoderma , vol.209 , pp. 119-127
    • Tsui, C.C.1    Tsai, C.C.2    Chen, Z.S.3
  • 54
    • 65949087281 scopus 로고    scopus 로고
    • The Newhall Simulation Model for Estimating Soil Moisture & Temperature Regimes
    • Conservation Service: Department of Crop and Soil Sciences Cornell University Ithaca, NY USA
    • Van Wambeke, A.R., The Newhall Simulation Model for Estimating Soil Moisture & Temperature Regimes. 2000, Conservation Service: Department of Crop and Soil Sciences Cornell University, Ithaca, NY USA http://www.bfenvironmental.com/pdfs/nsmt.pdf.
    • (2000)
    • Van Wambeke, A.R.1
  • 55
    • 84897111897 scopus 로고    scopus 로고
    • Soil classification using visible/near-infrared diffuse reflectance spectra from multiple depths
    • Vasques, G.M., Demattê, J.A.M., Viscarra Rossel, R.A., Ramírez-López, L., Terra, F.S., Soil classification using visible/near-infrared diffuse reflectance spectra from multiple depths. Geoderma 223–225 (2014), 73–78.
    • (2014) Geoderma , vol.223-225 , pp. 73-78
    • Vasques, G.M.1    Demattê, J.A.M.2    Viscarra Rossel, R.A.3    Ramírez-López, L.4    Terra, F.S.5
  • 56
    • 84863285092 scopus 로고    scopus 로고
    • Effects of land use, climate, topography and soil properties on regional soil organic carbon and total nitrogen in the Upstream Watershed of Miyun Reservoir, North China
    • Wang, S.F., Wang, X.K., Ouyang, Z.Y., Effects of land use, climate, topography and soil properties on regional soil organic carbon and total nitrogen in the Upstream Watershed of Miyun Reservoir, North China. J. Environ. Sci. 24:3 (2011), 387–395.
    • (2011) J. Environ. Sci. , vol.24 , Issue.3 , pp. 387-395
    • Wang, S.F.1    Wang, X.K.2    Ouyang, Z.Y.3
  • 57
    • 84879139303 scopus 로고    scopus 로고
    • Predictive mapping of soil total nitrogen at a regional scale: a comparison between geographically weighted regression and cokriging
    • Wang, K., Zhang, C.R., Li, W.D., Predictive mapping of soil total nitrogen at a regional scale: a comparison between geographically weighted regression and cokriging. Appl. Geogr. 42 (2013), 73–85.
    • (2013) Appl. Geogr. , vol.42 , pp. 73-85
    • Wang, K.1    Zhang, C.R.2    Li, W.D.3
  • 58
    • 85000981991 scopus 로고    scopus 로고
    • Spatial-Temporal changes of soil organic carbon content in wafangdian China
    • Wang, S., Wang, Q., Adhikari, K., Jia, S., Jin, X., Liu, H., Spatial-Temporal changes of soil organic carbon content in wafangdian China. Sustainability, 8(11), 2016, 1154.
    • (2016) Sustainability , vol.8 , Issue.11 , pp. 1154
    • Wang, S.1    Wang, Q.2    Adhikari, K.3    Jia, S.4    Jin, X.5    Liu, H.6
  • 59
    • 85021087220 scopus 로고    scopus 로고
    • Mapping stocks of soil organic carbon and soil total nitrogen in Liaoning Province of China
    • Wang, S., Zhuang, Q., Wang, Q., Jin, X., Han, C., Mapping stocks of soil organic carbon and soil total nitrogen in Liaoning Province of China. Geoderma 305 (2017), 250–263.
    • (2017) Geoderma , vol.305 , pp. 250-263
    • Wang, S.1    Zhuang, Q.2    Wang, Q.3    Jin, X.4    Han, C.5
  • 60
    • 84921524606 scopus 로고    scopus 로고
    • A comparative assessment of support vector regression, artificial neural networks, and random forests for predicting and mapping soil organic carbon stocks across an Afromontane landscape
    • Were, K., Bui, D.T., Dick, Ø.B., Singh, B.R., A comparative assessment of support vector regression, artificial neural networks, and random forests for predicting and mapping soil organic carbon stocks across an Afromontane landscape. Ecol. Indic. 52 (2015), 394–403.
    • (2015) Ecol. Indic. , vol.52 , pp. 394-403
    • Were, K.1    Bui, D.T.2    Dick, Ø.B.3    Singh, B.R.4
  • 62
    • 84946780962 scopus 로고    scopus 로고
    • Landscape-scale variability of soil health indicators: effects of cultivation on soil organic carbon in the Usambara Mountains of Tanzania
    • Winowiecki, L., Vågen, T.G., Massawe, B., Jelinski, N.A., Lyamchai, C., Sayula, G., Msoka, E., Landscape-scale variability of soil health indicators: effects of cultivation on soil organic carbon in the Usambara Mountains of Tanzania. Nutr. Cycl. Agroecosyst. 105:3 (2016), 263–274.
    • (2016) Nutr. Cycl. Agroecosyst. , vol.105 , Issue.3 , pp. 263-274
    • Winowiecki, L.1    Vågen, T.G.2    Massawe, B.3    Jelinski, N.A.4    Lyamchai, C.5    Sayula, G.6    Msoka, E.7
  • 63
    • 84941312435 scopus 로고    scopus 로고
    • Comparison of boosted regression tree and random forest models for mapping topsoil organic carbon concentration in an alpine ecosystem
    • Yang, R.M., Zhang, G.L., Liu, F., Lu, Y.Y., Yang, F., Yang, F., Yang, M., Zhao, Y.G., Li, D.C., Comparison of boosted regression tree and random forest models for mapping topsoil organic carbon concentration in an alpine ecosystem. Ecol. Indic. 60 (2016), 870–878.
    • (2016) Ecol. Indic. , vol.60 , pp. 870-878
    • Yang, R.M.1    Zhang, G.L.2    Liu, F.3    Lu, Y.Y.4    Yang, F.5    Yang, F.6    Yang, M.7    Zhao, Y.G.8    Li, D.C.9
  • 65
    • 33746514660 scopus 로고    scopus 로고
    • Soil property variations in relation to topographic aspect and vegetation community in the south-eastern highlands of Ethiopia
    • Yimer, F., Ledin, S., Abdelkadir, A., Soil property variations in relation to topographic aspect and vegetation community in the south-eastern highlands of Ethiopia. For. Ecol. Manage. 232:1 (2006), 90–99.
    • (2006) For. Ecol. Manage. , vol.232 , Issue.1 , pp. 90-99
    • Yimer, F.1    Ledin, S.2    Abdelkadir, A.3
  • 66
    • 84921025036 scopus 로고    scopus 로고
    • Predicting soil fauna effect on plant litter decomposition by using boosted regression trees
    • Zhang, W.D., Yuan, S.F., Hu, N., Lou, Y.L., Wang, S.L., Predicting soil fauna effect on plant litter decomposition by using boosted regression trees. Soil Biol. Biochem. 82 (2015), 81–86.
    • (2015) Soil Biol. Biochem. , vol.82 , pp. 81-86
    • Zhang, W.D.1    Yuan, S.F.2    Hu, N.3    Lou, Y.L.4    Wang, S.L.5
  • 67
    • 84891760346 scopus 로고    scopus 로고
    • Mapping soil organic matter in low-relief areas based on land surface diurnal temperature difference and a vegetation index
    • Zhao, M.S., Rossiter, D.G., Li, D.C., Zhao, Y.G., Yang, J.L., Liu, F., Zhang, G.L., Mapping soil organic matter in low-relief areas based on land surface diurnal temperature difference and a vegetation index. Ecol. Indic. 39 (2014), 120–133.
    • (2014) Ecol. Indic. , vol.39 , pp. 120-133
    • Zhao, M.S.1    Rossiter, D.G.2    Li, D.C.3    Zhao, Y.G.4    Yang, J.L.5    Liu, F.6    Zhang, G.L.7


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