Abstract
Baseline assessments and monitoring of protected areas are essential for making management decisions, evaluating the effectiveness of management practices, and tracking the effects of global changes. For these purposes, the analysis of functional attributes of ecosystems (i.e., different aspects of the exchange of matter and energy) has advantages over the traditional use of structural attributes, like a quicker response to disturbances and the fact that they are easily monitored through remote sensing. In this study, we described the spatiotemporal patterns of different aspects of the ecosystem functioning of the Spanish national parks and their response to environmental changes between 1982 and 2006. To do so, we used the NOAA/AVHRR-GIMMS dataset of the Normalized Difference Vegetation Index (NDVI), a linear estimator of the fraction of photosynthetic active radiation intercepted by vegetation, which is the main control of carbon gains. Nearly all parks have significantly changed during the last 25 years: The radiation interception has increased, the contrast between the growing and nongrowing seasons has diminished, and the dates of maximum and minimum interception have advanced. Some parks concentrated more changes than others and the degree of change varied depending on their different environmental conditions, management, and conservation histories. Our approach identified reference conditions and temporal changes for different aspects of ecosystem functioning, which can be used for management purposes of protected areas in response to global changes.
Similar content being viewed by others
References
Alcaraz-Segura D (2005) Caracterización mediante teledetección del funcionamiento de los ecosistemas ibéricos. Bases para la conservación de la biodiversidad en un escenario de cambio global. PhD dissertation, Editorial Universidad de Almería, Almería, Spain
Alcaraz-Segura D, Paruelo JM, Cabello J (2006) Identification of current ecosystem functional types in the Iberian Peninsula. Global Ecology and Biogeography 15(2):200–212
Alcaraz-Segura D, Cabello J, Paruelo JM, Delibes M (2008) Trends in the surface vegetation dynamics of the National Parks of Spain as observed by satellite sensors. Applied Vegetation Science 10. doi:10.3170/2008-7-18522
Araújo MB, Cabeza M, Thuiller W, Hannah L, Williams PH (2004) Would climate change drive species out of reserves? An assessment of existing reserve-selection methods. Global Change Biology 10(9):1618–1626
Barber CV (2004) Designing protected area systems for a changing world. In: Barber CV, Miller KR, Boness M (eds) Securing protected areas in the face of global change: issues and strategies. IUCN, Gland, Switzerland, pp 41–96
Barber CV, Miller KR, Boness M (eds) (2004) Securing protected areas in the face of global change: issues and strategies. IUCN, Gland, Switzerland
Bradley BA, Mustard JF (2008) Comparison of phenology trends by land cover class: a case study in the Great Basin, USA. Global Change Biology 14(2):334–346
Brunet M, Aguilar E, Saladíe O, Sigró J, López D (2001a) The Spanish temperature series. Time variations and trends over the last 150 years. Geophysical Research Abstracts 3(GRA3):5333–5376
Brunet M, Aguilar E, Saladíe O, Sigró J, López D (2001b) A differential response of northeastern Spain to asymmetric trends in diurnal warming detected on a global scale. In: Brunet M, López D (eds) Detecting and modelling regional climate change. Springer-Verlag, Berlin, pp 95–107
Camarero JJ, Gutiérrez E (1999) Structure and recent recruitment at alpine forest-pasture ecotones in the Spanish central Pyrenees. Ecoscience 6(3):451–464
Camarero JJ, Gutiérrez E (2004) Pace and pattern of recent treeline dynamics: response of ecotones to climatic variability in the Spanish Pyrenees. Climatic Change 63(1–2):181–200
Cañada R, Galán E, Fernández F, Cervera B (2001) Análisis de las tendencias de las temperaturas máximas y mínimas medias anuales en la Meseta sur española durante el siglo XX. In: Pérez-Cueva A, López-Baeza E, Tamayo J (eds) El tiempo del clima. Asociación Española de Climatología-Garmas Impresores, Valencia, pp 53–63
Carabias-Lillo J, Boness M, De la Maza J, Cadena-González R (2004) Building capacity to manage protected areas in an era of global change. In: Barber CV, Miller KR, Boness M (eds) Securing protected areas in the face of global change: issues and strategies. IUCN, Gland, Switzerland, pp 137–168
Cortes Generales (1989) Ley 4/1989 de Conservación de los Espacios Naturales y de la Flora y Fauna Silvestre. Boletín Oficial del Estado 74:8262–8269
Costanza R, Norton BG, Haskell BD (1992) Ecosystem health: New goals for environmental management. Island Press, Washington DC
Costanza R, d'Arge R, de Groot R, Farber S, Grasso M, Hannon B, Limburg K, Naeem S, O'Neill RV, Paruelo JM (1997) The value of the world’s ecosystem services and natural capital. Nature 387:253–260
de Castro M, Martín-Vide J, Alonso S (2005) El clima de España: pasado, presente y escenarios de clima para el siglo XXI. In: Moreno-Rodríguez JM (ed) Evaluación preliminar de los impactos en España por efecto del cambio climático. Ministerio de Medio Ambiente, Madrid, Spain, pp 1–64
di Bella CM, Rebella CM, Paruelo JM (2000) Evapotranspiration estimates using NOAA AVHRR imagery in the Pampa region of Argentina. International Journal of Remote Sensing 21(4):791–797
Duro D, Coops NC, Wulder MA, Han T (2007) Development of a large area biodiversity monitoring system driven by remote sensing. Progress in Physical Geography 31(3):235–260
EEA (European Environmental Agency) (2000) CORINE land cover database (CLC90—100 m grid—Version 12-2000)
Fernández-Delgado C (2006) Conservation management of a European Natural Area: Doñana National Park, Spain. In: Groom MJ, Meffe GK, Carroll CR (eds) Principles of conservation biology. Sinauer Associates, Sunderland, MA, pp 536–543
Foley JA, Asner GP, Costa MH, Coe MT, DeFries R, Gibbs HK, Howard EA, Olson S, Patz J, Ramankutty N, Snyder P (2007) Amazonia revealed: forest degradation and loss of ecosystem goods and services in the Amazon Basin. Frontiers in Ecology and the Environment 5(1):25–32
Galán E, Cañada R, Rasilla D, Fernández F, Cervera B (1999) Evolución de las precipitaciones anuales en la Meseta meridional durante el siglo XX. In: Raso JM, Martín-Vide J (eds) La climatología española en los albores del siglo XXI. Asociación Española de Climatología Oikos-Tau, Barcelona, pp 169–180
Galán E, Cañada R, Fernández F, Cervera B (2001) Annual temperature evolution in the Southern Plateau of Spain from the construction of regional climatic time series. In: Brunet M, López D (eds) Detecting and modelling regional climate change. Springer-Verlag, Berlín, pp 119–131
Garbulsky MF, Paruelo JM (2004) Remote sensing of protected areas to derive baseline vegetation functioning characteristics. Journal of Vegetation Science 15:711–720
Gordo O, Sanz JJ (2006) Climate change and bird phenology: a long-term study in the Iberian Peninsula. Global Change Biology 12:1993–2004
Grumbine RE (1994) What is ecosystem management. Conservation Biology 8(1):27–38
Hannah L, Midgley GF, Millar D (2002) Climate change-integrated conservation strategies. Global Ecology and Biogeography 11(6):485–495
Harris JA, Hobbs RJ, Higgs E, Aronson J (2006) Ecological restoration and global climate change. Restoration Ecology 14(2):170–176
Hirsch RM, Slack J (1984) A nonparametric trend test for seasonal data with serial dependence. Water Resources Research 20(6):727–732
Hoare D, Frost P (2004) Phenological description of natural vegetation in southern Africa using remotely-sensed vegetation data. Applied Vegetation Science 7(1):19–28
Hódar JA, Zamora R (2004) Herbivory and climatic warming: a Mediterranean outbreaking caterpillar attacks a relict, boreal pine species. Biodiversity and Conservation 13(3):493–500
IUCN (World Conservation Union) (1998) 1997 United Nations list of protected areas. Prepared by WCMC and WCPA. IUCN Publications Services Unit, Gland, Switzerland
Jenkins RE, Bedford WB (1973) The use of natural areas to establish environmental baselines. Biological Conservation 5(3):168–174
Jia GS, Epstein HE, Walker DA (2006) Spatial heterogeneity of tundra vegetation response to recent temperature changes. Global Change Biology 12(1):42–55
Leverington F, Hockings M (2004) Evaluating the effectiveness of protected area management: the challenge of change. In: Barber CV, Miller RK, Boness M (eds) Securing protected areas in the face of global change: issues and strategies. IUCN, Gland, Switzerland, pp 169–214
Liang S (2000) Narrowband to broadband conversions of land surface albedo I Algorithms. Remote Sensing of Environment 76:213–238
Lloyd D (1990) A phenological classification of terrestrial vegetation cover using shortwave vegetation index imagery. International Journal of Remote Sensing 11:2269–2279
Ludwig JA, Tongway DJ, Bastin GN, James CD (2004) Monitoring ecological indicators of rangeland functional integrity and their relation to biodiversity at local to regional scales. Austral Ecology 29(1):108–120
Margules CR, Pressey RL (2000) Systematic conservation planning. Nature 405(6783):243–253
McNaughton SJ, Oesterheld M, Frank DA, Williams KJ (1989) Ecosystem-level patterns of primary productivity and herbivory in terrestrial habitats. Nature 341:142–144
Meffe GK, Groom MJ, Carroll CR (2006) Ecosystem approaches to conservation: responses to a complex world. In: Groom MJ, Meffe GK, Carroll CR (eds) Principles of conservation biology. Sinauer Associates, Sunderland, MA, pp 419–508
Milchunas DG, Lauenroth WK (1995) Inertia in plant community structure: state changes after cessation of nutrient enrichment stress. Ecological Applications 5:1195–2005
Mildrexler DJ, Zhao MS, Heinsch FA, Running SW (2007) A new satellite-based methodology for continental-scale disturbance detection. Ecological Applications 17(1):235–250
Monteith JL (1981) Climatic variation and the growth of crops. Quarterly Journal of the Royal Meteorological Society 107(454):749–774
Paruelo JM, Lauenroth WK (1995) Regional patterns of normalized difference vegetation index in North American shrublands and grasslands. Ecology 76(6):1888–1898
Paruelo JM, Epstein HE, Lauenroth WK, Burke IC (1997) ANPP estimates from NDVI for the Central Grassland Region of the United States. Ecology 78:953–958
Paruelo JM, Piñeiro G, Oyonarte C, Alcaraz-Segura D, Cabello J, Escribano P (2005) Temporal and spatial patterns of ecosystem functioning in protected arid areas of Southeastern Spain. Applied Vegetation Science 8(1):93–102
Pelkey NW, Stoner CJ, Caro TM (2003) Assessing habitat protection regimes in Tanzania using AVHRR NDVI composites: comparisons at different spatial and temporal scales. International Journal of Remote Sensing 24(12):2533–2558
Peñuelas J, Boada M (2003) A global change-induced biome shift in the Montseny mountains (NE Spain). Global Change Biology 9:131–140
Peñuelas J, Filella I, Zhang XY, Llorens L, Ogaya R, Lloret F, Comas P, Estiarte M, Terradas J (2004) Complex spatiotemporal phenological shifts as a response to rainfall changes. New Phytologist 161(3):837–846
Pettorelli N, Vik JO, Mysterud A, Gaillard JM, Tucker CJ, Stenseth NC (2005) Using the satellite-derived NDVI to assess ecological responses to environmental change. Trends in Ecology & Evolution 20(9):503–510
Possingham HP, Wilson KA, Andelman SJ, Vynne CH (2006) Protected areas: goals, limitations, and design. In: Groom MJ, Meffe GK, Carroll CR (eds) Principles of conservation biology. Sinauer Associates, Sunderland, MA, pp 509–533
Potter CS, Brooks V (1998) Global analysis of empirical relations between annual climate and seasonality of NDVI. International Journal of Remote Sensing 19(15):2921–2948
Reed BC (2006) Trend analysis of time-series phenology of North America derived from satellite data. Geoscience & Remote Sensing 43(1):24–38
Rodó X, Comín F (2001) Fluctuaciones del clima mediterráneo: Conexiones globales y consecuencias regionales. In: Zamora R, Pugnaire FI (eds) Aspectos funcionales de los ecosistemas mediterráneos. CSIC-AEET, Granada, Spain, pp 1–36
Ruíz de la Torre J (1999) Mapa Forestal de España 1:200.000—MFE200. Organismo Autónomo de Parques Nacionales. Ministerio de Medio Ambiente, Madrid, Spain
Sannier CAD, Taylor JC, Du Plessis W (2002) Real-time monitoring of vegetation biomass with NOAA-AVHRR in Etosha National Park, Namibia, for fire risk assessment. International Journal of Remote Sensing 23(1):71–89
Schonewaldcox CM (1988) Boundaries in the protection of nature reserves. BioScience 38(7):480–486
Serra C, Burgueño A, Lana X (2001) Analysis of maximum and minimum daily temperatures recorded at Fabra observatory (Barcelona, NE Spain) in the period 1917–1998. International Journal of Climatology 21(5):617–636
Staudt M (2004) Detección de cambios térmicos en la Península Ibérica con datos homogéneos regionales. PhD dissertation, Universidad de Granada
Tegler B, Sharp M, Johnson MA (2001) Ecological monitoring and assessment network’s proposed core monitoring variables: an early warning of environmental change. Environmental Monitoring and Assessment 67:29–55
Tucker CJ, Pinzon JE, Brown ME et al (2005) An extended AVHRR 8-km NDVI dataset compatible with MODIS and SPOT vegetation NDVI data. International Journal of Remote Sensing 26(20):4485–4498
Tucker CJ, Sellers PJ (1986) Satellite remote-sensing of primary production. International Journal of Remote Sensing 7(11):1395–1416
Turner W, Sterling EJ, Janetos AC (2001) Contribution of remote sensing to biodiversity conservation: a NASA approach. Conservation Biology 15(4):832–953
Turner W, Spector S, Gardiner N, Fladeland M, Sterling E, Steininger M (2003) Remote sensing for biodiversity science and conservation. Trends in Ecology & Evolution 18(6):306–314
Valladares F, Camarero JJ, Pulido F, Gil-Pelegrín E (2004) El bosque mediterráneo, un sistema humanizado y dinámico. In: Valladares F (ed) Ecología del bosque mediterráneo en un mundo cambiante. Organismo Autónomo de Parques Nacionales. Ministerio de Medio Ambiente, Madrid, Spain, pp 13–26
Van Belle G, Hughes J (1984) Nonparametric tests for trend in water quality. Water Resources Research 20(1):127–136
Vicente-Serrano SM, Heredia-Laclaustra A (2004) NAO influence on NDVI trends in the Iberian Peninsula (1982–2000). International Journal of Remote Sensing 25(14):2871–2879
Virginia RA, Wall DH (2001) Ecosystem function, principles of. In: Levin SA (ed) Encyclopedia of biodiversity. Academic Press, San Diego, pp 345–352
Vos P, Meelis E, Ter Keurs WJ (2000) A framework for the design of ecological monitoring programs as a tool for environmental and nature management. Environmental Monitoring and Assessment 61:317–344
Walters C (1986) Adaptive management of renewable resources. Macmillan, New York
Wang Q, Tenhunen J, Dinh NQ, Reichstein M, Vesala T, Keronen P (2004) Similarities in ground- and satellite-based NDVI time series and their relationship to physiological activity of a Scots pine forest in Finland. Remote Sensing of Environment 93(1–2):225–237
WDPA Consortium (2006) World Database on Protected Areas-2006 version. World Conservation Union (IUCN) and UNEP–World Conservation Monitoring Centre (UNEP-WCMC)
Wilson RJ, Gutiérrez D, Gutiérrez J, Monserrat VJ (2007) An elevational shift in butterfly species richness and composition accompanying recent climate change. Global Change Biology 13(9):1873–1887
Yaffee SL (1999) Three faces of ecosystem management. Conservation Biology 13(4):713–725
Zorn P, Stephenson W, Grigoriev P (2001) An ecosystem management program and assessment process for Ontario national parks. Conservation Biology 15(2):353–362
Acknowledgments
Financial support was provided by the postdoctoral program of Ministerio de Educación y Ciencia of Spain, University of Almería (Becas Puente), Organismo Autónomo de Parques Nacionales (project 066/2007), Junta de Andalucía (projects RNM1288 and RNM1280), Ecología de Zonas Áridas Research Group, University of Buenos Aires, CONICET, and FONCYT. The source for the satellite data was the Global Land Cover Facility. CORINE land-cover-1990 database was supplied by the EIONET–European Environmental Agency. We thank C. S. Grubbs and L. Paruelo for their revisions of the English grammar and to E. Liras for her useful comments on the manuscript.
Author information
Authors and Affiliations
Corresponding author
Appendices
Appendix 1
Vegetation types, climatic characteristics, and conservation histories of the seven studied Spanish national parks
Eurosiberian parks | Mediterranean parks | |||||||
---|---|---|---|---|---|---|---|---|
A | O | P | C | M | S | D | ||
Vegetation types (% of Area of each park) | ||||||||
SparseV | 57 | 30 | 32 | 14 | ||||
EuGrass | 8 | 38 | 15 | |||||
M&SAS | 13 | 6 | 12 | |||||
Heath | 5 | |||||||
AlpConF | 20 | 10 | ||||||
TDecidF | 5 | 27 | ||||||
TSemiDF | 1 | 1 | 8 | 1 | ||||
OroMGS | 43 | |||||||
MedConF | 1 | 8 | 1 | 25 | 10 | |||
MedSclF | 1 | 11 | 18 | 6 | ||||
MaqGar | 34 | 44 | 7 | 20 | ||||
MedGras | 5 | 1 | ||||||
Dehesa | 19 | 6 | ||||||
MixedF | 2 | 7 | 4 | 13 | 11 | 3 | ||
ExoticF | 11 | 3 | ||||||
Dunes | 10 | |||||||
FMarsh | 35 | |||||||
SMarsh | 14 | |||||||
WaterS | 7 | 7 | ||||||
Pasture | 3 | |||||||
Area (ha) | 14,119 | 15,608 | 64,660 | 40,856 | 18,118 | 86,208 | 54,252 | |
Buffer (ha) | 26,733 | 19,678 | – | − | 116,160 | 85,750 | 7,450 | |
Creation and expansions, Year (% Area) | 1955 (70) | 1918 (13) | 1918 (26) | 1995 (95) | 2007 (100) | 1999 (100) | 1969 (70) | |
1988 (72) | 1982 (100) | 1995 (100) | 2005 (100) | 1978 (93) | ||||
1996 (100) | 2004 (100) | |||||||
Previous protections, Year (% Area) | – | – | – | Natural park | Natural park | Natural park | Biologic reserve | |
1988 (66) | 1979 (104) | 1989 (163) | 1964 (13%) | |||||
Altitude (m) | 2,368 | 2,087 | 1,299 | 788 | 384 | 2,137 | 7 | |
Max/Min | 1,406/2,979 | 662/3,288 | 75/2,646 | 521/1,428 | 270/511 | 1,200/3,482 | 0/47 | |
MAP (mm) | 1,368 | 1,377 | 1,829 | 642 | 696 | 899 | 572 | |
Max/Min | 700/1,400 | 1,200/2,000 | 700/2,000 | 520/910 | 637/780 | 450/1,200 | 530/600 | |
MAT (°C) | 3.5 | 4.9 | 7.5 | 13.9 | 16.5 | 10.2 | 17.5 | |
Max/Min | 2/8 | 2/10 | 4/13 | 11/15 | 16/17 | 8/16 | 17/18 | |
TMIN (°C) | −6.5 | −5.2 | −2.7 | 0.8 | 10.3 | 0.3 | 5.6 | |
Max/Min | −7/−4 | −6/−3 | −5/3 | 0/2 | 10/11 | −1/5 | 5/6 | |
TMAX (°C) | 13.5 | 16.9 | 19.9 | 32.4 | 22.7 | 26.3 | 33.7 | |
Max/Min | 10/24 | 10/27 | 16/25 | 27/34 | 22/23 | 23/32 | 33/34 |
Appendix 2
The figure shows the six attributes derived from the seasonal curve of NDVI that were used in the functional characterization and the detection of trends in the national parks (NDVI-I, MAX, MIN, RREL, DMAX, and DMIN).
Rights and permissions
About this article
Cite this article
Alcaraz-Segura, D., Cabello, J., Paruelo, J.M. et al. Use of Descriptors of Ecosystem Functioning for Monitoring a National Park Network: A Remote Sensing Approach. Environmental Management 43, 38–48 (2009). https://doi.org/10.1007/s00267-008-9154-y
Received:
Revised:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s00267-008-9154-y