Modeling Potential Distribution and Carbon Dynamics of Natural Terrestrial Ecosystems: A Case Study of Turkey

We derived a simple model that relates the classification of biogeoclimatezones, (co)existence and fractional coverage of plant functional types (PFTs), and patternsof ecosystem carbon (C) stocks to long-term average values of biogeoclimatic indices in atime- and space-varying fashion from climateâ...

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Main Authors: Can Ertekin, Onder Gulbeyaz, Suha Berberoglu, Fatih Evrendilek
Format: Article
Language:English
Published: MDPI AG 2007-10-01
Series:Sensors
Subjects:
Online Access:http://www.mdpi.com/1424-8220/7/10/2273/
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spelling doaj-d24ca4c90e4e4bab80b2f4e4092a9b692020-11-25T00:09:37ZengMDPI AGSensors1424-82202007-10-017102273229610.3390/s7102273Modeling Potential Distribution and Carbon Dynamics of Natural Terrestrial Ecosystems: A Case Study of TurkeyCan ErtekinOnder GulbeyazSuha BerberogluFatih EvrendilekWe derived a simple model that relates the classification of biogeoclimatezones, (co)existence and fractional coverage of plant functional types (PFTs), and patternsof ecosystem carbon (C) stocks to long-term average values of biogeoclimatic indices in atime- and space-varying fashion from climate–vegetation equilibrium models. ProposedDynamic Ecosystem Classification and Productivity (DECP) model is based on the spatialinterpolation of annual biogeoclimatic variables through multiple linear regression (MLR)models and inverse distance weighting (IDW) and was applied to the entire Turkey of780,595 km2 on a 500 m x 500 m grid resolution. Estimated total net primary production(TNPP) values of mutually exclusive PFTs ranged from 108 26 to 891 207 Tg C yr-1under the optimal conditions and from 16 7 to 58 23 Tg C yr-1 under the growth-limiting conditions for all the natural ecosystems in Turkey. Total NPP values ofcoexisting PFTs ranged from 178 36 to 1231 253 Tg C yr-1 under the optimalconditions and from 23 8 to 92 31 Tg C yr-1 under the growth-limiting conditions. Thenational steady state soil organic carbon (SOC) storage in the surface one meter of soil wasestimated to range from 7.5 1.8 to 36.7 7.8 Pg C yr-1 under the optimal conditions andfrom 1.3 0.7 to 5.8 2.6 Pg C yr-1 under the limiting conditions, with the national range of 1.3 to 36.7 Pg C elucidating 0.1% and 2.8% of the global SOC value (1272.4 Pg C), respectively. Our comparisons with literature compilations indicate that estimated patterns of biogeoclimate zones, PFTs, TNPP and SOC storage by the DECP model agree reasonably well with measurements from field and remotely sensed data.http://www.mdpi.com/1424-8220/7/10/2273/Biogeoclimate zonesLand coverSpatio-temporal modelingNet primary productivitySoil organic carbonTurkey.
collection DOAJ
language English
format Article
sources DOAJ
author Can Ertekin
Onder Gulbeyaz
Suha Berberoglu
Fatih Evrendilek
spellingShingle Can Ertekin
Onder Gulbeyaz
Suha Berberoglu
Fatih Evrendilek
Modeling Potential Distribution and Carbon Dynamics of Natural Terrestrial Ecosystems: A Case Study of Turkey
Sensors
Biogeoclimate zones
Land cover
Spatio-temporal modeling
Net primary productivity
Soil organic carbon
Turkey.
author_facet Can Ertekin
Onder Gulbeyaz
Suha Berberoglu
Fatih Evrendilek
author_sort Can Ertekin
title Modeling Potential Distribution and Carbon Dynamics of Natural Terrestrial Ecosystems: A Case Study of Turkey
title_short Modeling Potential Distribution and Carbon Dynamics of Natural Terrestrial Ecosystems: A Case Study of Turkey
title_full Modeling Potential Distribution and Carbon Dynamics of Natural Terrestrial Ecosystems: A Case Study of Turkey
title_fullStr Modeling Potential Distribution and Carbon Dynamics of Natural Terrestrial Ecosystems: A Case Study of Turkey
title_full_unstemmed Modeling Potential Distribution and Carbon Dynamics of Natural Terrestrial Ecosystems: A Case Study of Turkey
title_sort modeling potential distribution and carbon dynamics of natural terrestrial ecosystems: a case study of turkey
publisher MDPI AG
series Sensors
issn 1424-8220
publishDate 2007-10-01
description We derived a simple model that relates the classification of biogeoclimatezones, (co)existence and fractional coverage of plant functional types (PFTs), and patternsof ecosystem carbon (C) stocks to long-term average values of biogeoclimatic indices in atime- and space-varying fashion from climate–vegetation equilibrium models. ProposedDynamic Ecosystem Classification and Productivity (DECP) model is based on the spatialinterpolation of annual biogeoclimatic variables through multiple linear regression (MLR)models and inverse distance weighting (IDW) and was applied to the entire Turkey of780,595 km2 on a 500 m x 500 m grid resolution. Estimated total net primary production(TNPP) values of mutually exclusive PFTs ranged from 108 26 to 891 207 Tg C yr-1under the optimal conditions and from 16 7 to 58 23 Tg C yr-1 under the growth-limiting conditions for all the natural ecosystems in Turkey. Total NPP values ofcoexisting PFTs ranged from 178 36 to 1231 253 Tg C yr-1 under the optimalconditions and from 23 8 to 92 31 Tg C yr-1 under the growth-limiting conditions. Thenational steady state soil organic carbon (SOC) storage in the surface one meter of soil wasestimated to range from 7.5 1.8 to 36.7 7.8 Pg C yr-1 under the optimal conditions andfrom 1.3 0.7 to 5.8 2.6 Pg C yr-1 under the limiting conditions, with the national range of 1.3 to 36.7 Pg C elucidating 0.1% and 2.8% of the global SOC value (1272.4 Pg C), respectively. Our comparisons with literature compilations indicate that estimated patterns of biogeoclimate zones, PFTs, TNPP and SOC storage by the DECP model agree reasonably well with measurements from field and remotely sensed data.
topic Biogeoclimate zones
Land cover
Spatio-temporal modeling
Net primary productivity
Soil organic carbon
Turkey.
url http://www.mdpi.com/1424-8220/7/10/2273/
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AT suhaberberoglu modelingpotentialdistributionandcarbondynamicsofnaturalterrestrialecosystemsacasestudyofturkey
AT fatihevrendilek modelingpotentialdistributionandcarbondynamicsofnaturalterrestrialecosystemsacasestudyofturkey
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