One Ecosystem :
Case Study
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Corresponding author: Constantinos Kounnamas (res.kc@frederick.ac.cy)
Academic editor: Joachim Maes
Received: 03 Nov 2021 | Accepted: 19 Jan 2022 | Published: 31 Jan 2022
© 2022 Constantinos Kounnamas, Marios Andreou
This is an open access article distributed under the terms of the Creative Commons Attribution License (CC BY 4.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
Citation:
Kounnamas C, Andreou M (2022) Mapping and assessment of ecosystem services at Troodos National Forest Park in Cyprus. One Ecosystem 7: e77584. https://doi.org/10.3897/oneeco.7.e77584
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Troodos National Forest Park is located in the centre of Troodos mountain range and it is one of the most important natural environments of Cyprus. It has been included to the Natura 2000 network of the Island due to its important natural ecosystems and its great biodiversity. Based on the Common International Classification of Ecosystem Services (CICES 5.1), 36 ecosystem services have been identified in the area. The majority of ecosystem services are concentrated at the Troodos peak and the nearby areas. The same pattern applies for the Cultural Services. Provisioning and Regulation-Maintenance services are concentrated at the centre and western part of the site. The site’s habitat types were mapped and their distribution in the area is presented in respective maps. Carbon stored in plants was 622,705 tonnes in total (73.18 t C per ha), calculated as per habitat type (according to Directive 92/43/EEC - Habitats Directive) and as per TESSA habitat classification. Seven TESSA and 10 Annex I habitat types were identified. The largest part of the site is dominated by Evergreen Broadleaf Forests (7799 ha), followed by Mixed Forests (624 ha) and Deciduous Broadleaf Forests (60 ha). The carbon stock included in AGB (Above Ground Biomass), BGB (Below Ground Biomass), Dead Wood & Litter and SOM (Soil Organic Matter) was evaluated for each habitat type. The annual carbon biomass removal (roundwood and fuelwood) is 80.82 t C y-1 (0.009 t C y-1 per ha), while the carbon sequestered in Troodos National Forest Park is 11,880.33 t CO2 eq y-1 (0.38 t C y-1 per ha). The information produced serves as a useful tool to competent authorities for raising awareness on the importance of ecosystem services and increase the public’s support in the area’s conservation.
carbon storage, Cyprus, ecosystem services, protected area, Troodos
Ecosystems provide a multitude of benefits to humanity, from food, clean water and flood protection to cultural heritage and a sense of place (
Despite the importance of ESs to people, many have been taken for granted in the past, being viewed as free and infinite. It is now clear that the worldwide degradation of ecosystems is also reducing the services they can provide. However, healthy ecosystems are the fundamental basis for a resilient society and a sustainable economy. Healthy soils underpin forestry and agricultural production and income of landowners. Apart from direct economic benefits, healthy forests are essential providers of many regulating ecosystem services. Healthy rivers and lakes provide abundant clean water, are habitats for fish and wildlife and provide recreation opportunities (
Currently, many of these benefits provided by ecosystems are under severe threat from anthropogenic pressures. A recent report on the conservation status of habitats and the chemical and ecological status of water bodies (
Only few papers and works are available in the international literature about ESs services provided by Cyprus’ ecosystems. Cyprus is still at an early stage of quantifying the services offered by its ecosystems. In a relatively recent study (
More systematic efforts for mapping/evaluation of ecosystem services have been made for four sites included in the Natura 2000 network: Rizoelia National Forest Park - CY6000006 (
This study aims to improve the available knowledge on ESs provided by Cyprus ecosystems, in a mountainous natural area, i.e. Troodos National Forest Park (TNFP). More specifically, it presents in detail the ESs mapped in this area and assesses the Global Climate Regulation (GCR) (including carbon storage) for TNFP.
Study area
Troodos National Forest Park (Fig.
Mapping of Ecosystem Services
The mapping of the ESs used the CICES 5.1 method (
In order to assess the GCR (including carbon storage) for the TNFP, the most recent available habitat mapping of the TNFP (provided by the competent authority, the Department of Forests), the TESSA (
The factors considered for the GCR were:
Carbon stored in plants
The carbon stored in the plants derives by summing its four constituents: AGB, BGB, dead organic matter and Soil Organic Matter (SOM).
Above-Ground Biomass was assessed using TESSA's Climate Method (CM) 2 (
(1) AGBCSL = total area of habitat (ha) x 48 x 0.5
(2) AGBOSL = total area of habitat (ha) x 70.9 x 0.5
(3) AGBGR = total area of habitat (ha) x 2.3 x 0.47
(4) AGBWET = total area of habitat (ha) x 15 x 0.47
(5) AGBTDH = total area of habitat (ha) x 70.9 x 0.5
(6) AGBTOTAL = AGBCSL + AGBOSL + AGBGR + AGBWET + AGBTDH
Where:
a) CSL = Closed Shrublands, OSL = Open Shrublands, GR = Grassland, WET = Seasonal/intermittent freshwater lakes, TDH = Tree-Dominated Habitats (evergreen or deciduous broadleaf/needleleaf and mixed forests).
b) IPCC tier 1 estimates of Above Ground Live Biomass = 48 for CSL, 2.3 for GR, 15 for WET and 70.9 for OSL and TDH.
c) 0.5 = Conversion factor for tree-dominated habitats and Closed/Open Shrublands.
d) 0.47 = Conversion factor for Grassland habitats and wetlands.
Below-Ground Biomass was assessed using TESSA's CM 5, while Carbon was estimated using the available file "Estimated values of biomass and soil organic matter of various habitat types", in addition to IPCC Table 4.4 (use of BGB/AGB ratio) (
(7) BGBCSL = total area of habitat (ha) x 48 x 0.5
(8) BGBOSL = total area of habitat (ha) x (0.44 x AGBOSL) x 0.5
(9) BGBGR = total area of habitat (ha) x 14 x 0.47
(10) BGBWET = total area of habitat (ha) x 19 x 0.47
(11) BGBETDH = total area of habitat (ha) x (0.44 x AGBETDH) x 0.5
(12) BGBBTDH = total area of habitat (ha) x (0.44 x AGBBTDH) x 0.5
(13) BGBTOTAL = BGBCSL + BGBOSL + BGBGR + BGBWET + BGBETDH + BGBBTDH
Where:
a) CSL = Closed Shrublands, OSL = Open Shrublands, GR = Grassland, WET = Seasonal/intermittent freshwater lakes, ETDH = Tree-Dominated Habitats (Needleaf forests), BTDH = Tree-Dominated Habitats (Broadleaf forests).
b) The ratio of BGB to AGB for OSL, BTDH and ETDH is 0.44, which is multiplied with the respective AGB.
c) IPCC tier 1 estimates of Below Ground Biomass = 48 for CSL, 14 for GR, 19 for WET.
d) 0.5 = Conversion factor for tree-dominated habitats and Closed/Open Shrublands.
e) 0.47 = Conversion factor for Grassland habitats and wetlands.
Litter and dead wood were assessed using TESSA's CM 6. For Litter, Carbon was estimated using the available file "Estimated values of biomass and soil organic matter of various habitat types", while for dead wood, IPCC’s Table 2.2 (
The carbon for dead wood is estimated as follows:
(14) CDW = 11.8 x total area of habitat (ha) x 0.5
Where:
a) 11.8 = IPCC tier 1 estimates of dead wood.
b) 0.5 = Conversion factor for dead wood.
The carbon for litter is estimated as follows:
(15) CCSL = 6 x total area of habitat (ha) x 0.4
(16) CWET = 25 x total area of habitat (ha) x 0.4
(17) CLIT = CCSL + CWET
Where:
a) WET = Seasonal/intermittent freshwater lakes, CSL = Closed Shrublands [the litter from the Grasslands is negligible, while no TESSA/IPCC Tier 1 information is available for Tree-Dominated Habitats (Broadleaf or Needleaf forests) and Open Shrublands].
Soil organic matter was assessed using TESSA's CM 7, based on the available data on soil composition and respective habitats (see Fig.
(18) SOMREF T = 24 x total area of habitat (ha).
(19) SOMREF W = 74 x total area of habitat (ha).
(20) SOMREF = SOMREF T + SOMREF W
Where:
a) SOMREF T = 24 for HAC soils at tree-dominated (natural or managed) and grass-dominated (natural) habitats.
b) SOMREF W = 74 for HAC soils at wetlands.
The Total Carbon is calculated with the addition of all above in tonnes (t), i.e.
(21) CTOTAL = AGBTOTAL + BGBTOTAL + CDW + CLIT + SOMREF
Methane emissions assessment
The assessment was done using TESSA's CM 11 and Table 3A.2 in Appendix 3 of IPCC (
(22) CH4 Wet Soils = (P x E(CH4)diff x Aflooded) / 1000
Where:
a) P = Ice-free period (where the total days in a year are 365).
b) E(CH4)diff = Conversion factor of emissions at the area (factor of 0.044 - median, at an area with warm temperate dry climate).
c) Aflooded = area in ha.
The carbon lost as methane is then calculated by multiplying the above resulting value by 0.75.
Annual gain in biomass
The change was estimated using the methods described in Chapters 2 and 4 of IPCC (
The annual increase in carbon stocks due to biomass growth (ΔCG), was estimated as follows:
(23) ΔCG-BR = A x CF x GTOTAL-BR = A x 0.48 x 2.189 (or 0.231 for Quercus spp.)
(24) ΔCG-CON = A x CF x GTOTAL-GR = A x 0.51 x 0.697
(25) ΔCG = ΔCG-BR + ΔCG-CON
Where:
a) A = area of land (ha).
b) CF = carbon fraction of dry matter, tonne C (tonne d.m.)-1. The CF was 0.48 for broadleaves and 0.51 for conifers.
c) GTOTAL= mean annual biomass growth (tonnes d.m. ha-1 y-1). This was estimated following the Tier 2 method as follows:
i) For broadleaves: GTOTAL = IV x BCEFI x (1+ R) = 2 x 0.55 x (1+0.44) = 1.584. For habitats with Quercus spp. GTOTAL = 0.2 x 0.55 x (1+0.44) = 0.1584.
ii) For conifers: GTOTAL = IV x BCEFI x (1+ R) = 1.2 x 0.45 x (1+0.44) = 0.7776.
Where:
Above-ground biomass loss
Loss in biomass carbon stocks was assessed using TESSA's CM 8 and Tables 4.3 and 4.5 of Chapter 4 of IPCC (
LWOOD-REMOVALS (in t C y-1) was estimated as follows:
(26) LWOOD-REMOVALS = H x BCEFR x CF
LFUELWOOD (in t C y-1) was estimated as follows:
(27) LFUELWOOD = FG x BCEFR x CF
Where
a) H = Annual roundwood removals (in m3 y-1).
b) CF = Default value of the carbon fraction of dry matter [value for the area 0.47 t C for all tree types (t dry mass)-1].
c) BCEFR = Default value of biomass conversion and expansion factor for conversion of removals in merchantable volume to total biomass removals (including bark) [value for the area 0.67 (m3 of removals)-1].
d) FG = annual fuelwood and charcoal removals (in m3 y-1) (data provided by the DF for year 2017).
Annual change in carbon stocks in biomass
The annual change in carbon stocks in biomass (∆CB in t C y-1) was assessed using Chapter 2 of IPCC (
Global Warming Potential
Three greenhouse gases that affect climate, namely carbon dioxide (CO2), methane (CH4) and nitrous oxide (N2O) are converted into CO2 equivalents (CO2Eq) so that they can be directly compared and the region's net greenhouse gas flow can be calculated. The Overall Greenhouse Gas flux was assessed using TESSA's CM 14.
Each atom of carbon sequestrated represents a CO2 molecule removed from the atmosphere. The carbon calculated on the basis of CM 7 (t C y-1) for SOM, is expressed in CO2 (t CO2 y-1) by multiplying with 44/12 (molecular weight of C and Ο is 12 and 16, respectively). Troodos National Forest Park had no organic soils for carrying out the corresponding calculation as per CM 9.
The Global Warming Potential (GWP) is “an index measuring the radiative forcing following an emission of a unit mass of a given substance, accumulated over a chosen time horizon, relative to that of the reference substance, carbon dioxide (CO2)” (
The ES mapped in TNFP belong to all three main categories. Specifically, there are 12 provision services, 12 regulating and maintenance services and 11 cultural services. These ES belong to five sections, eight divisions, 22 groups and 36 classes. The identified ES are presented as an appendix (see Suppl. material
Seven TESSA habitats (Open Shrublands, Closed Shrublands, Deciduous Broadleaf Forests, Evergreen Broadleaf Forests, Grasslands, Mixed Forests, Seasonal/intermittent freshwater lakes) and 10 Annex I (Habitats Directive) habitat types (5210, 5330, 92C0, 9390*, 9540, 9536*, 9560*, 8140, 62B0*, 6460) were identified within TNFP and presented in Fig.
Carbon stored in plants per habitat type (classification as per Habitats Directive 92/43/EC) and per TESSA habitat classification. CY03 refers to a Cypriot habitat type, i.e. Chasmophytic communities of water-sprayed or water flushed rocks (Adiantetea).
Habitat type | TESSA habitat classification | Area (ha) | AGB (tonnes C) | BGB (tonnes C) | DEAD WOOD & LITTER (tonnes C) | SOM (tonnes C) | CARBON (tonnes C) | CARBON PER HA (t ha-1) |
5210 | Open Shrublands | 5.28 | 187.18 | 41.18 | 31.15 | 126.72 | 386.23 | 73.15 |
5330 | Closed Shrublands | 6.36 | 152.64 | 152.64 | 15.26 | 152.64 | 473.18 | 74.4 |
92C0 | Deciduous Broadleaf Forests | 60.41 | 2,141.53 | 471.14 | 356.42 | 1,449.84 | 4,418.93 | 73.15 |
9390*† | Evergreen Broadleaf Forests | 140.52 | 4,981.43 | 1,095.91 | 829.07 | 3,372.48 | 570,468.58 | 73.15 |
9540 | 3,316.62 | 117,574.18 | 25,866.32 | 19,568.06 | 79,598.88 | |||
9536* | 4,239.48 | 150,289.57 | 33,063.71 | 25,012.93 | 101,747.52 | |||
9560* | 102.1 | 3,619.45 | 796.28 | 602.39 | 2,450.40 | |||
8140 | Grasslands | 0.25 | 0.27 | 1.65 | 0 | 6 | 43.7 | 31.67 |
62B0* | 0.63 | 0.68 | 4.15 | 0 | 15.12 | |||
CY03 | 0.5 | 0.54 | 3.29 | 0 | 12 | |||
5210+9540 | Mixed Forests | 2.08 | 73.74 | 16.22 | 12.27 | 49.92 | 45,617.94 | 73.15 |
9390*+5420 | 8.04 | 285.02 | 62.7 | 47.44 | 192.96 | |||
9390*+9536* | 33.53 | 1,188.64 | 261.5 | 197.83 | 804.72 | |||
9390*+9560* | 20.86 | 739.49 | 162.69 | 123.07 | 500.64 | |||
9536*+9560* | 12.85 | 455.53 | 100.22 | 75.82 | 308.4 | |||
9540+5210 | 0.03 | 1.06 | 0.23 | 0.18 | 0.72 | |||
9540+9390* | 367.53 | 13,028.94 | 2,866.37 | 2,168.43 | 8,820.72 | |||
9540+9560* | 0.37 | 13.12 | 2.89 | 2.18 | 8.88 | |||
9560*+9390 | 2.02 | 71.61 | 15.75 | 11.92 | 48.48 | |||
9560*+9536* | 175.68 | 6,227.86 | 1,370.13 | 1,036.51 | 4,216.32 | |||
9560*+9540 | 0.64 | 22.69 | 4.99 | 3.78 | 15.36 | |||
6460 | Seasonal/intermittent freshwater lakes | 12.97 | 91.44 | 115.82 | 129.7 | 959.78 | 1,296.74 | 99.98 |
Asbestos mine | - | 320.57 | ||||||
Unvegetated | - | 238.68 | ||||||
Total | 9068 | 301,146.61 | 66,475.78 | 50,224.41 | 204,858.50 | |||
Carbon stored in plants (tonnes C) | 622,705.30 | 73.18 | ||||||
†: * refers to priority habitat type included in Annex I of Habitats Directive. |
Based on the matrix outcomes (see Suppl. material
Thirteen out of the 36 ESs received a score above 400, indicating the importance of these services provided by TNFP. These are: a) Mushrooms, herbs, wild berries, b) Wood and resin, c) Timber and d) Hunting (Provisioning Services), e) Controlling or preventing soil loss, f) Stopping landslides and avalanches harming people, g) Protecting people from winds, h) Spreading the seeds of wild plants, i) Providing habitats for wild plants and animals that can be useful to us, j) Ensuring soils form and develop, k) Ensuring the organic matter in our soils is maintained, l) Regulating our global climate and m) Regulating the physical quality of air for people (Regulation & Maintenance Services).
Ten out of 36 ESs recorded within TNFP occur in all grids (121 grids in total). These are: a) Controlling or preventing soil loss, b) Stopping landslides and avalanches harming people, c) Regulating the flows of water in our environment, d) Ensuring soils form and develop, e) Controlling the chemical quality of freshwater (Regulation & Maintenance Services), f) Observing the habitats of plants and animals ; using nature to de-stress, g) Researching nature, h) Studying nature, i) The beauty of nature and j) Willingness to preserve plants, animals, ecosystems, landscapes for the experience and use of future generations; moral/ethical perspective or belief (Cultural Services).
Global Climate Regulation
The assessment of GCR revealed that the Total Carbon sequestration is 622,705 t C. This refers to the Carbon stored in the plants, where AGB is 301,147 t C, BGB is 66,476 t C, Litter and Dead wood is 50,224 t C and SOM is 204,858 t C (Table
In addition, methane (CH4) emissions amount to 0.09 t CCH4 y-1 as shown in Table
Area (ha) |
Ice free period (D) |
E(CH4)diff |
CH4 emission rate (t CH4 y-1) |
C lost as CH4 (CCH4 y-1). |
12.97 |
205 |
0.044 |
0.117 |
0.088 |
No agricultural activities are carried out within TNFP and nitrogen emissions (N2O) are considered negligible. ‘Cultivated terrestrial plants grown for nutritional purposes’ mentioned in Suppl. material
The Overall Greenhouse gas flux (volume of greenhouse gases absorbed in TNFP), based on GWP100, is 751,151 t CO2 eq y-1 (Table
Soil Organic Matter (SOM) (t C y-1) |
CO2 equivalent for SOM (t CO2 y-1) (a) |
CH4 (t CH4 y-1) (at wetland) |
CO2 equivalent for CH4 (t CO2 y-1) (b) (at wetland) |
TOTAL CO2 (t CO2 y-1) (a+b) |
204,858.50 |
751,147.83 |
0.117 |
3.28 |
751,151.11 |
The annual change in carbon stocks in biomass was estimated to be 3,240.09 t C y-1, where the annual decrease in carbon stocks due to biomass loss was estimated to contribute to an annual Carbon (C) loss of 80.82 t C y-1, while the annual gain in biomass was estimated to be 3,320.91 t C y-1 (Table
Annual change in carbon stocks in biomass using annual gain in biomass and decrease in carbon stocks for use as fuelwood, charcoal and roundwood (for the decrease, 2017 data from Cyprus Department of Forests was used).
Annual carbon loss (ΔCL, t C y-1) (a) |
Annual carbon increase (ΔCG, t C y-1) (b) |
Annual carbon change (ΔCB, t C y-1) (b-a) |
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LFUELWOOD (t C y-1) where Fuelwood and charcoal removals are 191.65 m3 |
60.35 |
ΔCG-BR |
46.69 |
3,240.09 |
LWOOD-REMOVALS (t C y-1) where Roundwood removals are 65.02 m3 |
20.47 |
ΔCG-BR (Quercus spp) |
15.43 | |
LDISTURBANCE (t C y-1) |
0 |
ΔCG-CON |
3,258.79 |
|
80.82 |
3,320.91 |
The global importance of tropical areas in supplying ecosystem services has been investigated from early studies (e.g.
Mountains represent a quarter of the Earth's surface (
Forests in the European Union (EU) cover about 40% of its area, providing a wide spectrum of invaluable ecosystem services to more than half a billion people. Their ecosystems provide a wide spectrum of services that human societies enjoy and depend upon, that include tangible goods, such as wood and non-wood products, regulating functions, such as soil stabilisation, carbon sequestration and water retention and cultural benefits, such as recreational opportunities and spiritual values (
The current work is the first, comprehensive, ESs assessment of a natural forest area in Cyprus. The outcomes of the assessment revealed the importance of TNFP for ESs provision, in addition to being a plant biodiversity hotspot (
Services with higher score (i.e. higher occurrence in grids - see Suppl. material
Cultural services are also important for people's well-being, where Recreation activities in the study area are highly associated with nature-based activities. This is the reason for the high number of visitors all year round in the site. Troodos National Forest Park receives around 400,000 visitors each year (
Carbon sequestration capacity, especially in protected areas, is important for maintaining biodiversity and ecosystem services (
The present study mapped the ESs of TNFP using a coarse grid resolution of 1 km x 1 km. More detailed data could be recorded using a 100 m x 100 m grid within this area; however, due to limitations regarding human resources, time and budgeting, the authors implemented this spatial resolution for mapping ESs in order to rapidly provide possible tangible outcomes to an information and awareness LIFE project (implemented in Cyprus between 2017 and 2020). The project (iLIFE-TROODOS) aimed to increase public awareness on the natural values of TNFP for which it was included in the Natura 2000 network and the ESs it provides. The project utilised the main outcomes of the current study to develop key messages for the communication campaign, reaching 94% Cypriots of the population of Cyprus (750,000 people) and 27% of tourists visiting Cyprus, thus managing to achieve an increase in the level of awareness on most of the target groups set by the project (
The coordinating beneficiary and End User of the iLIFE-TROODOS project is the DF (as well as the competent authority responsible for the management of TNFP). The DF received the outcomes of this study (and the relevant reports of iLIFE-TROODOS project) for future utilisation. The detailed maps for each ES provide the DF with considerable data to apply (where needed) targeted conservation or protection measures for environmentally sensitive areas or to control visitor movements. Moreover, the key messages of the iLIFE-TROODOS during its awareness campaign (expected to be utilised more from the competent authority in future awareness campaigns), regarding the importance of the ESs of TNFP was highly effective and this is also evident from the three-year monitoring and implementation of the "Mitigation plan for visitors’ pressures" (
Compared to another Mediterranean area, i.e. Kizildag Planning Unit in Turkey (
Overall, TNFP provides numerous ESs that benefit people living in Cyprus and visitors to the Island. Cypriots and tourists visit the TNFP to enjoy the unique beauty of its ecosystems and interact with nature-based activities. Troodos National Forest Park is important for its Cultural, Provisioning and Regulation-Maintenance services, where the last two categories affect the whole Island and not only the people living in the nearby area.
The current study managed to present the unique environment of TNFP and support the decision for including this area as a Natura 2000 site. Numerous ESs (35 in total) were recorded within this relatively small area (which stores 73.18 t of C ha-1 and absorbs 11,880.33 t CO2 eq y-1), supporting the fact that it is the most important natural area of Cyprus and one of the ten hotspots of the Mediterranean Basin. The mapping of TNFP’s ESs provides the competent authority of the Republic of Cyprus with the necessary information to increase awareness with targeted information campaigns (such as the campaign carried out in the period 2017-2020 under the LIFE programme with the acronym ‘iLIFE-TROODOS’). Nevertheless, a more detailed mapping (e.g. grid resolution of 100 m x 100 m) of the ESs, as well as increased field data collection (more precise calculations of the carbon stored, greenhouse gases absorption and biomass gain and loss), could provide a better representation of the importance and value of the area’s ESs, where the data derived can be used in the campaigns. ‘iLIFE-TROODOS’ provided the visitors of the area and the general public important information in order to realise that the quality of the experience they receive and their recreational opportunities are provided by nature for free. After all, human well-being derives from habitats and their diversity and relates to regional biodiversity and/or ecosystem functions, thus providing cultural services. Land cover (i.e. habitat) structure and areas with high species diversity appear to be more appealing to people and habitat diversity not only contributes to biodiversity, but also provides cultural ecosystem services (
The authors have no funding to report.
Mapping of Ecosystem Services at Troodos National Forest Park, based on the Common International Classification of Ecosystem Services (CICES 5.1).
Scoring of Ecosystem Services at Troodos National Forest Park, based on the Common International Classification of Ecosystem Services (CICES 5.1).