Abstract
This paper assesses the harm that human-induced land degradation poses on terrestrial ecosystems. We propose and define a hazardous impact (HI) indicator and a method to quantify this degradation and promote sustainable land use under the pressure resulting from population growth. Taking human appropriation of the net primary productivity owing to land-use conversion (HANPPluc) as a proxy, the quantification of HI was developed with support from remotely sensed net primary productivity (NPP) data and using the co-kriging method. A case study in the karst area of south China showed that HI in the study area decreased from southwest to northeast. Areas with the highest level of HI occupied 4.77 % of the total area and were distributed in northwest Sichuan Province, southwest Yunnan Province, and southern Guangxi Autonomous Region. Lower HI areas were mainly located in Hunan Province and Hubei Province. This indicates that land use has a strong impact on karst rocky desertification. To maintain a decreasing trend in HI, a land-use policy must guide human activity. In the karst areas of south China, HI and rocky desertification have similar spatial distribution and intensity. This suggests that HI can effectively reveal adverse effects on the ecosystem due to human-induced land degradation, and that it can potentially be applied to other related issues. We also argue that NPP reduction and HI level do not follow a simple 1:1 relationship, so revisions may be needed when applying the proposed indicator and approach to other regions. This approach also needs to be improved in its accuracy in terms of natural vegetation extraction.
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References
Alves M, Carvalho L, Oliveira M (2013) Terrestrial Earth couple climate-carbon spatial variability and uncertainty. Glob Planet Change 111:9–30
Bai Z, Dent D, Olsson L et al (2008) Proxy global assessment of land degradation. Soil Use Manag 24:223–234
Bai Z, Conijn J, Bindraban P et al (2012) Global changes of remotely sensed greenness and simulated biomass production since 1981; towards mapping global soil degradation. ISRIC Report 2012/02. ISRIC, Wageningen
Bai X, Wang S, Xiong K (2013) Assessing spatial–temporal evolution processes of karst rocky desertification land: indications for restoration strategies. Land Degrad Dev 24:47–56
Blaikie P, Cannon T, Davis I et al (2014) At risk: natural hazards, people’s vulnerability and disasters. Routledge, London
Boer M, Puigdefabregas J (2003) Predicting potential vegetation index values as a reference for the assessment and monitoring of dryland condition. Int J Remote Sens 24:1135–1141
Brandt J, Kuemmerle T, Li H et al (2012) Using Landsat imagery to map forest change in southwest China in response to the national logging ban and ecotourism development. Remote Sens Environ 121:358–369
Bridges E, Oldeman L (1999) Global assessment of human-induced soil degradation. Arid Soil Res Rehab 13:319–325. doi:10.1080/089030699263212
Burton I (1993) The environment as hazard. Guilford Press, New York
Cai Y (1996) Preliminary research on ecological reconstruction in karst mountain poverty areas of southwest. China Adv Earth Sci 11:602–606 (in Chinese with English abstract)
Cao S, Ma H, Yuan W et al (2014) Interaction of ecological and social factors affects vegetation recovery in China. Biol Conserv 180:270–277. doi:10.1016/j.biocon.2014.10.009
Conijn J, Bai Z, Bindraban P et al (2013) Global changes of net primary productivity, affected by climate and abrupt land use changes since 1981; towards mapping global soil degradation. ISRIC Report 2013/01, ISRIC-World Soil Information, Wageningen
Couckuyt I, Koziel S, Dhaene T (2013) Surrogate modeling of microwave structures using kriging, co-kriging, and space mapping. Int J Numer Model Electron Netw Dev Fields 26:64–73
Daily G (1995) Restoring value to the world’s degraded lands. Science 269:350
de Jong R, de Bruin S, Schaepman M et al (2011) Quantitative mapping of global land degradation using earth observations. Int J Remote Sens 32:6823–6853
Diouf A, Lambin E (2001) Monitoring land-cover changes in semi-arid regions: remote sensing data and field observations in the Ferlo, Senegal. J Arid Environ 48:129–148
Du H, Peng W, Song T et al (2013) Plant community characteristics and its coupling relationships with soil in depressions between karst hills, North Guangxi, China. Chin J Plant Ecol 37:197–208 (in Chinese with English abstract)
Erb K, Haberl H, Jepsen M et al (2013) A conceptual framework for analysing and measuring land-use intensity. Curr Opin Environ Sustain 5:464–470. doi:10.1016/j.cosust.2013.07.010
Evans J, Geerken R (2004) Discrimination between climate and human-induced dryland degradation. J Arid Environ 57:535–554. doi:10.1016/S0140-1963(03)00121-6
Fasona M, Omojola A (2009) Land cover change and land degradation in parts of the southwest coast of Nigeria. Afr J Ecol 47:30–38
Fischer-Kowalski M, Haberl H (1998) Sustainable development: socio-economic metabolism and colonization of nature. Int Soc Sci J 50:573–587
Foley J, DeFries R, Asner G et al (2005) Global consequences of land use. Science 309:570–574
Ford DC, Williams PW (1989) Karst geomorphology and hydrology. Unwin Hyman, London
Friedl M, Sulla-Menashe D, Tan B et al (2010) MODIS Collection 5 global land cover: algorithm refinements and characterization of new datasets. Remote Sens Environ 114:168–182
Gong G, Mattevada S, O’Bryant S (2014) Comparison of the accuracy of kriging and IDW interpolations in estimating groundwater arsenic concentrations in Texas. Environ Res 130:59–69
Grau H, Aide T, Zimmerman J et al (2003) The ecological consequences of socioeconomic and land-use changes in postagriculture Puerto Rico. Bioscience 53:1159–1168
Griffith D, Ramkilowan A, Sprung D et al (2014) Exploration of satellite-derived data products for atmospheric turbulence studies. In: Comerón A, Kassianov E, Schäfer K et al (eds) Remote Sensing of Clouds and the Atmosphere XIX; and Optics in Atmospheric Propagation and Adaptive Systems XVII Society of Photo-Optical Instrumentation Engineers (SPIE) Conference Series, pp 1–14. doi:10.1117/12.2071893
Gutiérrez F, Parise M, De Waele J et al (2014) A review on natural and human-induced geohazards and impacts in karst. Earth Sci Rev 138:61–88
Haberl H, Erb K, Krausmann F et al (2001) Changes in ecosystem processes induced by land use: human appropriation of aboveground NPP and its influence on standing crop in Austria. Glob Biogeochem Cycles 15:929–942. doi:10.1029/2000gb001280
Haberl H, Fischer-Kowalski M, Krausmann F et al (2004a) Progress towards sustainability? What the conceptual framework of material and energy flow accounting (MEFA) can offer. Land Use Policy 21:199–213
Haberl H, Wackernagel M, Wrbka T (2004b) Land use and sustainability indicators. An introduction. Land Use Policy 21:193–198
Haberl H, Erb K, Krausmann F et al (2007) Quantifying and mapping the human appropriation of net primary production in earth’s terrestrial ecosystems. Proc Natl Acad Sci USA 104:12942–12947. doi:10.1073/pnas.0704243104
Haberl H, Erb K, Krausmann F (2014) Human appropriation of net primary production: patterns, trends, and planetary boundaries. Annu Rev Environ Resour 39:363–391. doi:10.1146/annurev-environ-121912-094620
Haboudane D, Bonn F, Royer A et al (2002) Land degradation and erosion risk mapping by fusion of spectrally-based information and digital geomorphometric attributes. Int J Remote Sens 23:3795–3820
Hobbs R, Harris J (2001) Restoration ecology: repairing the earth’s ecosystems in the new millennium. Restor Ecol 9:239–246
Huang Q, Cai Y, Xing X (2008) Rocky desertification, antidesertification, and sustainable development in the karst mountain region of Southwest China. AMBIO 37(5):390–392
Huang X, Lin D, Wang J (2013) Temporal and spatial NPP variation in the Karst region in south China under the background of climate change. Sci Silvae Sin 49:10–16 (in Chinese with English abstract)
Hutchinson G (1965) The niche: an abstractly inhabited hyper volume. In: Hutchinson G (ed) The ecological theater and the evolutionary play. Yale University Press, New Haven, pp 26–78
Indiarto D, Sulistyawati E (2014) Monitoring net primary productivity dynamics in Java island using MODIS satellite imagery. Asian J Geoinform 14:8–14
IUCN and UNEP-WCMC (2015) The world database on protected areas (WDPA) [on-line], [03/2015]. UNEP-WCMC, Cambridge. www.protectedplanet.net
Jiang B (2013) Head/tail breaks: a new classification scheme for data with a heavy-tailed distribution. Prof Geogr 65:482–494
Jiang Z, Lian Y, Qin X (2014) Rocky desertification in Southwest China: impacts, causes, and restoration. Earth Sci Rev 132:1–12
Johnston K, Ver Hoef JM, Krivoruchko K et al (2001) Using ArcGIS geostatistical analyst. ESRI, Redlands
Kennedy M, O’Hagan A (2000) Predicting the output from a complex computer code when fast approximations are available. Biometrika 87:1–13
Kiernan K (2010) Environmental degradation in karst areas of Cambodia: a legacy of war? Land Degrad Dev 21:503–519
Krausmann F, Haberl H, Schulz NB et al (2003) Land-use change and socio-economic metabolism in Austria—part I: driving forces of land-use change: 1950–1995. Land Use Policy 20:1–20
Krausmann F, Erb K, Gingrich S et al (2013) Global human appropriation of net primary production doubled in the 20th century. Proc Natl Acad Sci USA 110:10324–10329. doi:10.1073/pnas.1211349110
Kuemmerle T, Erb K, Meyfroidt P et al (2013) Challenges and opportunities in mapping land use intensity globally. Curr Opin Env Sustain 5:484–493. doi:10.1016/j.cosust.2013.06.002
Lei D, Shangguan Z, Rui L (2012) Effects of the grain-for-green program on soil erosion in China. Int J Sediment Res 27:120–127
Li W (2004) Degradation and restoration of forest ecosystems in China. For Ecol Manag 201:33–41
Li J, Heap A (2011) A review of comparative studies of spatial interpolation methods in environmental sciences: performance and impact factors. Ecol Inform 6:228–241
Li A, Wu J, Huang J (2012) Distinguishing between human-induced and climate-driven vegetation changes: a critical application of RESTREND in inner Mongolia. Landscape Ecol 27:969–982. doi:10.1007/s10980-012-9751-2
Lieth H (1975) Modeling the primary productivity of the world. In: Lieth H, Whittaker R (eds) Primary productivity of the biosphere. Springer, Berlin, pp 237–263
Liu T, Zhou G, Dan X (2009) Status quo, cause and prevention of karst stony desertification. Forestry Publishing House, Beijing (in Chinese)
Liu Y, Yu D, Su Y et al (2014) Quantifying the effect of trend, fluctuation, and extreme event of climate change on ecosystem productivity. Environ Monit Assess 186:8473–8486
Millennium Ecosystem Assessment (2005) Ecosystems and human well-being: synthesis. Island Press, Washington, DC
Monfreda C, Ramankutty N, Foley J (2008) Farming the planet: 2. Geographic distribution of crop areas, yields, physiological types, and net primary production in the year 2000. Global Boigeochem Cycles 22(GB1022):1–19. doi:10.1029/2007gb002947
Nel J, Le Maitre D, Nel D et al (2014) Natural hazards in a changing world: a case for ecosystem-based management. PLoS One 9:e95942. doi:10.1371/journal.pone.0095942
Nicholson S, Tucker C, Ba M (1998) Desertification, drought, and surface vegetation: an example from the West African Sahel. Bull Am Meteorol Soc 79:815–829. doi:10.1175/1520-0477(1998)079<0815:Ddasva>2.0.Co;2
Pan S, Tian H, Dangal S et al (2014) Complex spatiotemporal responses of global terrestrial primary production to climate change and increasing atmospheric CO2 in the 21st century. PLoS One 9(11):e112810. doi:10.1371/journal.pone.0112810
Peng J, Wang Y, Wu J (2007) Human appropriation of net primary production: an approach for ecological assessment of regional sustainable development. J Nat Resour 22:153–158 (in Chinese with English abstract)
Plutzar C, Kroisleitner C, Haberl H et al (2016) Changes in the spatial patterns of human appropriation of net primary production (HANPP) in Europe 1990–2006. Reg Environ Change 16(5):1225–1238. doi:10.1007/s10113-015-0820-3
Prince S (2002) Spatial and temporal scales for detection of desertification. In: Reynolds JF, Stafford Smith D (eds) Global desertification: do humans cause deserts?. Dahlem University Press, Berlin, pp 23–40
Prince S, De Colstoun E, Kravitz L (1998) Evidence from rain-use efficiencies does not indicate extensive Sahelian desertification. Glob Change Biol 4:359–374. doi:10.1046/j.1365-2486.1998.00158.x
Prince S, Becker-Reshef I, Rishmawi K (2009) Detection and mapping of long-term land degradation using local net production scaling: application to Zimbabwe. Remote Sens Environ 113:1046–1057. doi:10.1016/j.rse.2009.01.016
Qi X, Wang K, Zhang C (2013) Effectiveness of ecological restoration projects in a karst region of southwest China assessed using vegetation succession mapping. Ecol Eng 54:245–253
Ramankutty N, Foley J (1999) Estimating historical changes in global land cover: croplands from 1700 to 1992. Glob Biogeochem Cycles 13:997–1027
Ray N, Adams J (2001) A GIS-based vegetation map of the world at the last glacial maximum (25,000–15,000 BP). Internet Archaeol 11(1):1–44. doi:10.11141/ia.11.2
Reynolds J, Stafford Smith D (2002) Global desertification: do humans cause deserts?. Dahlem University Press, Berlin
Reynolds J, Smith D, Lambin E et al (2007) Global desertification: building a science for dryland development. Science 316:847–851
Roberts D, Batista G, Pereira J et al (1999) Change identification using multitemporal spectral mixture analysis: applications in eastern Amazonia. In: Lunetta RS, Elvidge CD (eds) Remote sensing change detection: environmental monitoring methods and applications. Ann Arbor Press, Chelsea, pp 137–161
Running S, Nemani R, Heinsch F et al (2004) A continuous satellite-derived measure of global terrestrial primary production. Bioscience 54:547–560
Scattolin L, Bolzon P, Montecchio L (2008) A geostatistical model to describe root vitality and ectomycorrhization in Norway spruce. Plant Biosyst 142:391–400
Scattolin L, Alzetta C, Bolzon P et al (2013) Linden tree stress detection: chlorophyll–nitrogen contents and ectomycorrhizal community. Plant Biosyst 147:364–375
Shi P (2002) Theory on disaster science and disaster dynamics. J Nat Disasters 11(3):1–9 (in Chinese with English abstract)
Simard M, Pinto N, Fisher J et al (2011) Mapping forest canopy height globally with spaceborne lidar. J Geophys Res: Biogeosciences 116(G04021):1–12
Sorrensen C (2009) Potential hazards of land policy: conservation, rural development and fire use in the Brazilian Amazon. Land Use Policy 26:782–791
State Forestry Administration of China (2012) Chinese Rocky Desertification Bulletin. http://www.forestry.gov.cn/uploadfile/zsxh/2012-6/file/2012-6-18-8add268dbe3c4180b10408ead795d23c.pdf. Accessed 23 July 2016
State Forestry Administration of China (2013) National Forest Park Directory. http://www.forestry.gov.cn/portal/slgy/s/2452/content-684348.html. Accessed 31 December 2015
Sweeting M (2012) Karst in China: its geomorphology and environment. Springer, Berlin
Tian Y, Haibara K, Toda H et al (2008) Microbial biomass and activity along a natural pH gradient in forest soils in a karst region of the upper Yangtze River, China. J For Res Jpn 13:205–214. doi:10.1007/s10310-008-0073-9
Tilman D, Cassman K, Matson P et al (2002) Agricultural sustainability and intensive production practices. Nature 418:671–677
Tobler W (1970) A computer movie simulating urban growth in the Detroit region. J Econ Geogr 234–240
Uchida E, Xu J, Rozelle S (2005) Grain for green: cost-effectiveness and sustainability of China’s conservation set-aside program. Land Econ 81:247–264
UNCCD (1993) Agenda 21: earth summit—the United Nations programme of action. United Nations, New York
UNCCD (1994) United Nations Convention to Combat Drought and Desertification in Countries Experiencing Serious Droughts and/or Desertification, Particularly in Africa. http://www.unccd.int/Lists/SiteDocumentLibrary/Publications/UNCCD_Convention_ENG.pdf. Accessed 30 Mar 2016
Vitousek P, Mooney H, Lubchenco J et al (1997) Human domination of earth’s ecosystems. Science 277:494–499. doi:10.1126/science.277.5325.494
Wang S, Liu Q, Zhang D (2004) Karst rocky desertification in southwestern China: geomorphology, landuse, impact and rehabilitation. Land Degrad Dev 15:115–121
Wang G, Innes J, Lei J et al (2007) China’s forestry reforms. Science 318:1556–1557
Wang K, Zhang C, Li W (2013) Predictive mapping of soil total nitrogen at a regional scale: a comparison between geographically weighted regression and cokriging. Appl Geogr 42:73–85
Wessels K, Prince S, Frost P et al (2004) Assessing the effects of human-induced land degradation in the former homelands of northern South Africa with a 1 km AVHRR NDVI time-series. Remote Sens Environ 91:47–67. doi:10.1016/j.rse.2004.02.005
Wessels K, Prince S, Malherbe J et al (2007) Can human-induced land degradation be distinguished from the effects of rainfall variability? A case study in South Africa. J Arid Environ 68:271–297. doi:10.1016/j.jaridenv.2006.05.015
Wessels K, Prince S, Reshef I (2008) Mapping land degradation by comparison of vegetation production to spatially derived estimates of potential production. J Arid Environ 72:1940–1949
Wessels K, Van Den Bergh F, Scholes R (2012) Limits to detectability of land degradation by trend analysis of vegetation index data. Remote Sens Environ 125:10–22
Williams P (1993) Environmental change and human impact on karst terrains: an introduction. Catena 25:1–19
Williams P (2008) World heritage caves and karst. IUCN, Gland, p 57
Xiao H, Weng Q (2007) The impact of land use and land cover changes on land surface temperature in a karst area of China. J Environ Manage 85:245–257. doi:10.1016/j.jenvman.2006.07.016
Xiong Y, Qiu G, Mo D et al (2009) Rocky desertification and its causes in karst areas: a case study in Yongshun County, Hunan Province, China. Environ Geol 57:1481–1488. doi:10.1007/s00254-008-1425-7
Xu D, Kang X, Zhuang D et al (2010) Multi-scale quantitative assessment of the relative roles of climate change and human activities in desertification—a case study of the Ordos Plateau, China. J Arid Environ 74:498–507
Yue Y, Wang K, Liu B et al (2013) Development of new remote sensing methods for mapping green vegetation and exposed bedrock fractions within heterogeneous landscapes. Int J Remote Sens 34:5136–5153
Zeng F, Peng W, Song T et al (2007) Changes in vegetation after 22 years’ natural restoration in the Karst disturbed area in northwestern Guangxi, China. Acta Ecol Sin 27:5110–5119
Zhang J, Kalacska M, Turner S (2014) Using landsat thematic mapper records to map land cover change and the impacts of reforestation programmes in the borderlands of southeast Yunnan, China: 1990–2010. Int J Appl Earth Obs Geoinf 31:25–36
Zhao M, Running S (2010) Drought-induced reduction in global terrestrial net primary production from 2000 through 2009. Science 329:940–943
Zhao M, Heinsch F, Nemani R et al (2005) Improvements of the MODIS terrestrial gross and net primary production global data set. Remote Sens Environ 95:164–176. doi:10.1016/j.rse.2004.12.011
Zhou W, Gang C, Zhou F et al (2015) Quantitative assessment of the individual contribution of climate and human factors to desertification in northwest China using net primary productivity as an indicator. Ecol Indic 48:560–569. doi:10.1016/j.ecolind.2014.08.043
Zika M, Erb K (2009) The global loss of net primary production resulting from human-induced soil degradation in drylands. Ecol Econ 69:310–318
Acknowledgments
Support from the National Key Research and Development Program (No. 2016YFA0602402), the National Basic Research Program of China: (Project Nos. 2012CB955403 and 2015CB954102), National Natural Science Foundation of China (Project No.: 41431177), Natural Science Research Program of Jiangsu(14KJA170001), PAPD, and National Key Technology Innovation Project for Water Pollution Control and Remediation (Project No.: 2013ZX07103006) and support from A-Xing Zhu through the Vilas Associate Award, the Hammel Faculty Fellow Award, the Manasse Chair Professorship from the University of Wisconsin-Madison, and the “One-Thousand Talents” Program of China are greatly appreciated.
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Lin, D., Yu, H., Lian, F. et al. Quantifying the hazardous impacts of human-induced land degradation on terrestrial ecosystems: a case study of karst areas of south China. Environ Earth Sci 75, 1127 (2016). https://doi.org/10.1007/s12665-016-5903-z
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DOI: https://doi.org/10.1007/s12665-016-5903-z