Carbon Storage in Old-Growth Homestead Windbreaks of Small Islands in Okinawa: Toward the Sustainable Management and Conservation
Abstract
:1. Introduction
2. Materials and Methods
2.1. Survey Sites
2.2. Data Collection
2.3. Calculation Formula
2.4. Estimation of Missing Tree Height Data
2.5. Carbon Sequestration in Fukugi Trees Compared to the Planted Forests of Japanese Cedar
3. Results
3.1. Height–Diameter Regression Model
3.2. General Dimensions of Fukugi Trees
3.3. Carbon Stock in Fukugi Trees
3.4. Comparison of Carbon Sequestration between Fukugi Trees and a Japanese Cedar Forest
4. Discussion
5. Conclusions
Author Contributions
Funding
Acknowledgments
Conflicts of Interest
References
- MEA—Millennium Ecosystem Assessment. Ecosystems and Human Well-Being: Biodiversity Synthesis; World Resources Institute: Washington, DC, USA, 2005. [Google Scholar]
- Schoene, D.; Netto, M. The Kyoto Protocol: What does it mean for forests and forestry. Unasylva 2005, 222, 3–11. [Google Scholar]
- Heisler, G.M. Effects of individual trees on the solar radiation climate of small buildings. Urban Ecol. 1986, 9, 337–359. [Google Scholar] [CrossRef] [Green Version]
- Hoover, C.M.; Birdsey, R.A.; Heath, L.S.; Stout, S.L. How to estimate carbon sequestration on small forest tracts. J. For. 2000, 98, 13–19. [Google Scholar]
- The Intergovernmental Panel on Climate Change (IPCC); Watson, R.T.; Noble, I.R.; Bolin, B.; Ravindranath, N.H.; Verardo, D.J.; Dokken, D.J. (Eds.) Land Use, Land-Use Change and Forestry; Cambridge University Press: Cambridge, UK, 2000; p. 375. [Google Scholar]
- McGarvey, J.C.; Thompson, J.R.; Epstein, H.E.; Shugart, H.H., Jr. Carbon storage in old-growth forests of the Mid-Atlantic: Toward better understanding the eastern forest carbon sink. Ecology 2015, 96, 311–317. [Google Scholar] [CrossRef] [PubMed]
- Fang, J.; Oikawa, T.; Kato, T.; Mo, W.; Wang, Z. Biomass carbon accumulation by Japan’s forests from 1947 to 1995. Glob. Biogeochem. Cycles 2004, 19, GB2004. [Google Scholar] [CrossRef]
- Lee, S.J.; Yin, J.S.; Son, Y.M.; Son, Y.; Kim, R. Estimation of forest carbon stocks for national greenhouse gas inventory reporting in South Korea. Forests 2018, 9, 625. [Google Scholar] [CrossRef] [Green Version]
- Wani, A.A.; Joshi, P.K.; Shigh, O.; Pandey, R. Carbon sequestration potential of Indian forestry land use systems—A review. Nat. Sci. 2012, 10, 78–85. [Google Scholar]
- Decocq, G.; Andrieu, E.; Brunet, J.; Chabrerie, O.; De Frenne, P.; De Smedt, P.; Deconchat, M.; Diekmann, M.; Ehrmann, S.; Giffard, B.; et al. Ecosystem services from small forest patches in agricultural landscapes. Curr. For. Rep. 2016, 2, 30–44. [Google Scholar] [CrossRef] [Green Version]
- Mbow, C.; Smith, P.; Skole, D.L.; Duguma, L.; Bustamante, M. Achieving mitigation and adaptation to climate change through sustainable agroforestry practices in Africa. Curr. Opin. Environ. Sustain. 2014, 6, 8–14. [Google Scholar] [CrossRef] [Green Version]
- Schroth, G.; Bede, L.C.; Paiva, A.O. Contribution of agroforests to landscape carbon storage. Mitig. Adapt. Strategy Glob. Chang. 2015, 20, 1175–1190. [Google Scholar] [CrossRef]
- Unruh, J.D.; Houghton, R.A.; Lefebvre, P.A. Carbon storage in agroforestry: An estimate for sub-Saharan Africa. Clim. Res. 1993, 3, 39–52. [Google Scholar] [CrossRef]
- Dey, A.; Islam, M.; Masum, K.M. Above ground carbon stock through palm tree in the homegarden of Sylhet City in Bangladesh. J. For. Environ. Sci. 2014, 30, 293–300. [Google Scholar] [CrossRef] [Green Version]
- Glen, W.M. Trees outside forests in: Global Forest Resources Assessment 2000. Available online: http://www.fao.org/3/y1997e/y1997e00.htm#Contents (accessed on 19 November 2019).
- Chen, B.; Nakama, Y. Traditional Rural Landscapes in Island Topography in East Asia; Nova Science Publishers, Inc.: New York, NY, USA, 2012; p. 224. [Google Scholar]
- Hunter, M.L. Conserving small natural features with large ecological roles: An introduction and definition. Biol. Conserv. 2017, 211, 1–2. [Google Scholar] [CrossRef]
- Lindenmayer, D.B.; Laurance, W. The ecology, distribution, conservation and management of large old trees. Biol. Rev. 2017, 92, 1434–1458. [Google Scholar] [CrossRef]
- Kauppi, P.E.; Birdsey, R.A.; Pan, Y.; Ihalainen, A.; Nojd, P.; Lehtonen, A. Effects of land management on large trees and carbon stocks. Biogeosciences. 2015, 12, 855–862. [Google Scholar] [CrossRef] [Green Version]
- Schmitt-Harsh, M.; Mincey, S.K.; Patterson, M.; Fischer, B.C.; Evans, T.P. Private residential urban forest structure and carbon storage in a moderate-sized urban area in the Midwest, United States. Urban For. Urban Green. 2013, 12, 454–463. [Google Scholar] [CrossRef]
- Slik, J.W.F.; Paoli, G.; McGuire, K.; Amaral, I.; Barroso, J.; Bastian, M.; Blanc, L.; Bongers, F.; Boundja, P.; Clark, C.; et al. Large trees drive forest aboveground biomass variation in lowland forests across the tropics. Glob. Ecol. Biogeogr. 2013, 22, 1261–1271. [Google Scholar] [CrossRef]
- Chen, B. The state of conservation and management of old Garcinia Subelliptica trees: A case study in Aguni Island, Okinawa Prefecture. J. Jpn. Soc. Coast. For. 2016, 15, 1261–1271. [Google Scholar]
- Chen, B.; Nakama, Y. Residents’ Preference and Willingness to Conserve Homestead Woodlands: Coastal Villages in Okinawa Prefecture, Japan. Urban For. Urban Green. 2015, 14, 919–931. [Google Scholar] [CrossRef]
- Okinawa Meteorological Observatory Climate change in Okinawa and its future forecast. 2019. Available online: https://www.jma-net.go.jp/okinawa/data/kiko/book.pdf (accessed on 3 March 2020). (In Japanese).
- Chen, B.; Nakama, Y.; Zhang, Y. Traditional village tree landscapes: tourists’ attitudes and preferences for conservation. Tour. Manag. 2017, 59, 652–662. [Google Scholar] [CrossRef]
- Chen, B.; Nakama, Y.; Urayama, K. Planted forest and diverse cultures in ecological village planning: A case study in Tarama Island, Okinawa Prefecture, Japan. Small-Scale 2014, 13, 333–347. [Google Scholar]
- Mifsud, B.M.; Harris, G.J. Victoria’s giant trees: A contemporary survey. Vic. Nat. 2016, 133, 36. [Google Scholar]
- Chen, B.; Nakama, Y.; Urayama, T. Dimensions and management of remnant Garcinia subelliptica tree belts surrounding homesteads-a case study from two villages on the Sakishima Islands, Okinawa Prefecture, Japan. J. Jpn. Soc. Coast. For. 2016, 15, 29–36. [Google Scholar]
- Glen, W.M. Trees outside the Forest in: Global Forest Resources Assessment 2000. Available online: http://www.fao.org/3/y1997e/y1997e09.htm#bm9 (accessed on 19 November 2019).
- National Park Board, Singapore. Flora & Fauna Web. Singapore: Website of the National Parks; 2013. Available online: https://www.nparks.gov.sg/florafaunaweb/flora/2/9/2930 (accessed on 6 January 2020).
- Okinawa Prefectural Government, Environment Department, Environmental Regeneration Division. Okinawa Prefecture CO2 Absorption Amount Certification System Implementation Guidelines. 2016. Available online: https://www.pref.okinawa.jp/site/kankyo/saisei/ryokuka/documents/santeikijyun.pdf (accessed on 10 March 2019). (In Japanese)
- Ministry of Forests, Lands, and NRO, Canada. Height-Diameter Equations. 2014. Available online: https://www2.gov.bc.ca/assets/gov/farming-natural-resources-and-industry/forestry/timber-pricing/cruising-manual/2014_cruise_comp_master_7.pdf(p.7-1–7-19) (accessed on 15 July 2019).
- Ministry of Agriculture, Forestry and Fisheries. Data relevant to Japanese Cedar and Cypress. 2019. Available online: http://www.rinya.maff.go.jp/j/sin_riyou/kafun/data.html (accessed on 9 July 2019). (In Japanese).
- Ministry of Agriculture, Forestry and Fisheries. How much carbon dioxide is absorbed by the forest? 2019. Available online: http://www.rinya.maff.go.jp/j/sin_riyou/ondanka/20141113_topics2_2.html (accessed on 17 June 2019). (In Japanese).
- Ministry of Agriculture, Forestry and Fishery (MAFF). Forestry Management Statistical Survey Report in 2013. 2013. Available online: https://www.e-stat.go.jp/dbview?sid=0003208384 (accessed on 19 November 2019). (In Japanese).
- MacGowan, B.J.; Miller, B.K. Hoosier Farmland Wildlife Notes: Windbreaks for Farms and Wildlife. Historical Documents of the Purdue Cooperative Extension Service. Paper 1033. 2001. Available online: https://docs.lib.purdue.edu/agext/1033 (accessed on 4 April 2020).
- Ballesteros-Possu, W.; Brandle, J.R.; Schoeneberger, M. Potential of windbreak trees to reduce carbon emissions by agricultural operations in the US. Forests 2017, 8, 138. [Google Scholar] [CrossRef]
- Van der Howeven, G.A. Landscaping the farmstead. Kansas State University Agricultural Experiment Station, Horticulture and Landscaping -6. 1983. Available online: https://krex.k-state.edu/dspace/bitstream/handle/2097/21896/KSUL0009KSREODPUBSC568a.pdf?sequence=1 (accessed on 4 April 2020).
- Agency for Natural Resource and Energy. Annual Report on Energy of 2107 (Energy White Paper 2018). 2018. Available online: https://www.enecho.meti.go.jp/about/whitepaper/2018html/2-1-4.html (accessed on 8 September 2019).
- Chen, B.; Liang, L. Old-growth trees in homesteads in Ryukyu Archipelago, Japan: Uses, management, and conservation. Small-Scale For. 2020. [Google Scholar] [CrossRef]
- Suganuma, H.; Ito, T.; Tanouchi, H.; Egashira, Y.; Kurosawa, K.; Kojima, T. Estimation of carbon sequestration potential of arid land afforestation using satellite image analysis and ground truth. J. Arid Land Stud. 2012, 22, 69–72. [Google Scholar]
- Nabuurs, G.J.; Masera, O.; Andrasko, K.; Benitez-Ponce, P.; Boer, R.; Dutschke, M.; Elsiddig, E.; Ford-Robertson, J.; Frumhoff, P.; Karjalainen, T.; et al. Forestry. In Climate Change 2007: Mitigation. Contribution of Working Group III to the Fourth Assessment Report of the Intergovernmental Panel on Climate Change; Metz, B., Davidson, O.R., Bosch, P.R., Dave, R., Meyer, L.A., Eds.; Cambridge University Press: Cambridge, UK; New York, NY, USA, 2007. [Google Scholar]
- Manning, A.D.; Gibbons, P.; Fischer, J.; Oliver, D.J.; Lindenmayer, D.B. Hollow futures? Tree decline, lag effects and hollow-dependent species. Anim. Conserv. 2013, 16, 395–403. [Google Scholar] [CrossRef]
Survey Sites | GPS Location | Average Yearly Rainfall | Average Temperature | Wind Velocity | Soil Type | Population | ||||
---|---|---|---|---|---|---|---|---|---|---|
Average Wind Speed | Days of Wind Speed ≥ 10.0 m/s | Most Frequent Wind Direction | ||||||||
Okinawa Islands | Kunigami District, Okinawa Island | Bise Hamlet, Motobu Town | N 26°42’ E 127°52’ | 2018.9 (1981–2010) a | 22.6 a | 3.7 a | 24.9 a | North-northeast c | Shimajiri Mahji c | 502 (Nov. 2018) |
Imadomari Hamlet, Nakijin Village | N 26°42’ E 127°55’ | 2108.9 (1981–2010) a | 22.6 a | 3.7 a | 24.9 a | North-northeast c | Shimajiri Mahji | 891 (Apr. 2018) | ||
Shimajiri District | Tonaki Island | N 26°21’ E 127°08’ | 1860.5 (2015–2018) | North-northeast | Shimajiri Mahji | 378 (Feb. 2018) | ||||
Aguni Island | N 26°35’ E 127°13’ | 1846.4 (2003–2010) | 23.1 (2003–2010) | 4.4 | 25.8 | North | Shimajiri Mahji | 707 (Feb. 2018) | ||
Yaeyama Islands | Miyako City | Karimata | N 24°39’ E 125°16’ | 2021 | 23.8 (1981–2010) | 4.7 | 37.3 | Northeast | Shimajiri Mahji | 592 (Dec. 2016) |
Tarama Island | N 24°39’ E 124°14’ | 1986.8(2003–2010) | 24.1 | 4.7 | 58 | North-northeast | Shimajiri Mahji | 1163 (Aug. 2018) | ||
Ishigaki City | Shiraho | N 24°21’ E 124°42’ | 2106.8 (1981–2010) | 24.3 (1981–2010) | 5.5 | 45.2 | North-northeast | Shimajiri Mahji | 816 (Dec. 2016) | |
Hirae&Maezato | N 24°53’ E 124°10’ | 2106.8 (1981–2010) | 24.3 (1981–2010) | 5.5 | 45.2 | North-northeast | Shimajiri Mahji | 3769 (Dec. 2016) | ||
Taketomi Town | Taketomi Island | N 24°19’ E 124°05’ | 2106.8 (1981–2010) b | 24.3 | 5.5 | 45.2 | North-northeast | Shimajiri Mahji | 305 (Aug. 2018) | |
Hateruma Island | N 24°2’ E 123°47’ | 1789.7 (1981–2010) | 24.1 | 4.8 | 42.8 | Northeast | Shimajiri Mahji | 496 (Mar. 2018) |
Model Summary | ||||
---|---|---|---|---|
Model | R | R Square | Adjusted R Square | Std. Error of the Estimate |
1 | 0.6979834 | 0.4871808 | 0.4867504 | 1.873669 |
a. Predictors: (Constant), DBH Square, DBH | ||||
b. Dependent Variable: tree height |
Unstandardized Coefficients | Standardized Coefficients | 95% Confidence Interval for B | |||||
---|---|---|---|---|---|---|---|
B | Std. Error | Beta | t | Sig. | Lower Bound | Upper Bound | |
(Constant) | 2.061 | 0.132 | 15.625 | 0 | 1.803 | 2.32 | |
DBH | 0.298 | 0.01 | 1.471 | 30.289 | 0 | 0.279 | 0.318 |
DBH Square | −0.003 | 0 | −0.864 | −17.789 | 0 | −0.003 | −0.003 |
Tree Number | Mean DBH (cm) | Mean Tree Height (m) | Mean Individual Tree Volume (m3) | Mean Estimated Carbon Storage in an Individual Fukugi Tree (t-CO2) | Total Estimated Carbon Storage (t-CO2) | Equivalent to Japanese Cedar Planted Area (1) (ha) | |
---|---|---|---|---|---|---|---|
Tonaki.a (2) (DBH ≥ 25cm) | 962 | 31.13 | 8.32 | 0.284959799 | 0.381001012 | 329.870676 | 1.13748509 |
Tonaki.b (3) (DBH ≥ 5cm) | 7,680 | 17.28 | 6.17 | 0.065114044 | 0.096733008 | 668.6185504 | 2.305581208 |
Bise (2) | 1,075 | 38.52 | 8.89 | 0.466204377 | 0.692590244 | 670.0810612 | 2.310624349 |
Imadomari (2) | 1,293 | 35.18 | 9 | 0.393673524 | 0.584838873 | 680.5769965 | 2.346817229 |
Aguni (Higashi &Nishi) (2) | 2,561 | 33.17 | 7.23 | 0.281145585 | 0.417668086 | 962.6831717 | 3.319597144 |
Aguni (Hama) (2) | 541 | 31.27 | 7.13 | 0.246403754 | 0.366055844 | 178.2325903 | 0.614595139 |
Total (4) | 14,112 | 3160.19237 | 10.89721507 | ||||
Mean (4) | 2,352 | 24.44658403 | 6.916555894 | 0.179740206 | 0.267020902 | 632.038474 | 2.179443014 |
S.D. (4) | 2697.9732 | 7.307660136 | 1.125042221 | 0.153580286 | 0.228157892 | 283.0225366 | 0.975939781 |
Tree Number | Mean DBH (cm) | Mean Tree Height (m) | Mean Individual Tree Volume (m3) | Mean Individual Estimated Carbon Storage (t-CO2) | All Trees (t-CO2) | Deducted Total Estimated Carbon Storage (t-CO2) | Equivalent to Japanese cedar Planted Area (1) (ha) | |
---|---|---|---|---|---|---|---|---|
Shiraho | 2385 | 24.7 | 7.26 | 0.2394 | 0.3751 | 894.6672094 | 805.2004884 | 2.776553408 |
Hirae and Maezato | 1700 | 26.57 | 7.28 | 0.2371 | 0.37 | 567.8622932 | 511.0760638 | 1.762331255 |
Taketomi | 1139 | 23.31 | 6.16 | 0.2177 | 0.3235 | 368.4847603 | 331.6362843 | 1.143573394 |
Hateruma | 2813 | 28.25 | 7.23 | 0.249 | 0.37 | 1040.886105 | 936.7974948 | 3.230336189 |
Karimata | 1369 | 23 | 6.44 | 0.188 | 0.2796 | 382.8311 | 344.54799 | 1.188096517 |
Total | 9406 | - | - | - | - | 3254.731468 | 2929.258321 | 10.10089076 |
Mean | 1881.2 | 25.68390814 | 7.002093345 | 0.231746577 | 0.339173081 | 650.9462936 | 585.8516643 | 2.020178153 |
Standard deviation | 701.4465054 | 304.1488811 | 273.733993 | 0.943910321 |
© 2020 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/).
Share and Cite
Chen, B.; Wang, Y.-C. Carbon Storage in Old-Growth Homestead Windbreaks of Small Islands in Okinawa: Toward the Sustainable Management and Conservation. Forests 2020, 11, 448. https://doi.org/10.3390/f11040448
Chen B, Wang Y-C. Carbon Storage in Old-Growth Homestead Windbreaks of Small Islands in Okinawa: Toward the Sustainable Management and Conservation. Forests. 2020; 11(4):448. https://doi.org/10.3390/f11040448
Chicago/Turabian StyleChen, Bixia, and Yi-Chung Wang. 2020. "Carbon Storage in Old-Growth Homestead Windbreaks of Small Islands in Okinawa: Toward the Sustainable Management and Conservation" Forests 11, no. 4: 448. https://doi.org/10.3390/f11040448
APA StyleChen, B., & Wang, Y. -C. (2020). Carbon Storage in Old-Growth Homestead Windbreaks of Small Islands in Okinawa: Toward the Sustainable Management and Conservation. Forests, 11(4), 448. https://doi.org/10.3390/f11040448