journal article Apr 01, 2024

Impact of Deforestation in the Maritime Continent on the Madden–Julian Oscillation

View at Publisher Save 10.1175/jcli-d-22-0746.1
Abstract
Abstract
Deforestation is a major issue affecting both regional and global hydroclimates. This study investigated the effect of deforestation in the Maritime Continent (MC) on tropical intraseasonal climate variability. Using a global climate model with credible Madden–Julian oscillation (MJO) simulations, we examined the effect of deforestation over the MC region by replacing the forest canopy with grassland. The results revealed that under constant orographic and land–sea contrast forcing, the modification of the canopy over the MC altered the characteristics of the MJO. We noted the amplification of the MJO and increases in wet–dry fluctuation and the zonal extent. We analyzed more than 100 MJO cases by performing K-means clustering and determined that the continuous propagation of the MJO over the MC increased from 35% in the control experiment to 61% in the deforestation experiment. This phenomenon of less blocked MJO over the MC in the deforestation run was associated with more substantial precipitation, increased soil moisture, and a suppressed diurnal cycle in land convection. Furthermore, when the MJO convection was over the Indian Ocean (IO), we observed the enhancement of low-level moisture over the MC region in the deforestation experiment. Grassland surface forcing provides a thermodynamic source for triggering instability in the atmosphere, resulting in low-level moisture convergence. The MJO exhibited a stronger energy recharge–discharge cycle in the deforestation experiment than in the control experiment, and this difference between the experiments enlarged as the MJO progressed from the IO to MC.
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References
73
[1]
Abhik, S., H. H. Hendon, and C. Zhang, 2023: The Indo-Pacific Maritime Continent barrier effect on MJO prediction. J. Climate, 36, 945–957, https://doi.org/10.1175/JCLI-D-22-0010.1.
[2]
Adames, Á. F., and J. M. Wallace, 2014: Three-dimensional structure and evolution of the vertical velocity and divergence fields in the MJO. J. Atmos. Sci., 71, 4661–4681, https://doi.org/10.1175/JAS-D-14-0091.1.
[3]
Adames, Á. F., and E. D. Maloney, 2021: Moisture mode theory’s contribution to advances in our understanding of the Madden-Julian oscillation and other tropical disturbances. Curr. Climate Change Rep., 7, 72–85, https://doi.org/10.1007/s40641-021-00172-4.
[4]
Ahn, M.-S., D. Kim, Y.-G. Ham, and S. Park, 2020: Role of Maritime Continent land convection on the mean state and MJO propagation. J. Climate, 33, 1659–1675, https://doi.org/10.1175/JCLI-D-19-0342.1.
[5]
Barrett, B. S., C. R. Densmore, P. Ray, and E. R. Sanabia, 2021: Active and weakening MJO events in the Maritime Continent. Climate Dyn., 57, 157–172, https://doi.org/10.1007/s00382-021-05699-8.
[6]
Bright, R. M., E. Davin, T. O’Halloran, J. Pongratz, K. Zhao, and A. Cescatti, 2017: Local temperature response to land cover and management change driven by non-radiative processes. Nat. Climate Change, 7, 296–302, https://doi.org/10.1038/nclimate3250.
[7]
Chang, C.-W. J., W.-L. Tseng, H.-H. Hsu, N. Keenlyside, and B.-J. Tsuang, 2015: The Madden-Julian oscillation in a warmer world. Geophys. Res. Lett., 42, 6034–6042, https://doi.org/10.1002/2015GL065095.
[8]
Chen, C.-C., and Coauthors, 2019: Thermodynamic and dynamic responses to deforestation in the Maritime Continent: A modeling study. J. Climate, 32, 3505–3527, https://doi.org/10.1175/JCLI-D-18-0310.1.
[9]
Davin, E. L., and N. de Noblet-Ducoudré, 2010: Climatic impact of global-scale deforestation: Radiative versus nonradiative processes. J. Climate, 23, 97–112, https://doi.org/10.1175/2009JCLI3102.1.
[10]
DeMott, C. A., N. P. Klingaman, and S. J. Woolnough, 2015: Atmosphere-ocean coupled processes in the Madden-Julian oscillation. Rev. Geophys., 53, 1099–1154, https://doi.org/10.1002/2014RG000478.
[11]
Fuchs, Ž., and D. J. Raymond, 2017: A simple model of intraseasonal oscillations. J. Adv. Model. Earth Syst., 9, 1195–1211, https://doi.org/10.1002/2017MS000963.
[12]
Hagos, S. M., C. Zhang, Z. Feng, C. D. Burleyson, C. de Mott, B. Kerns, J. J. Benedict, and M. N. Martini, 2016: The impact of the diurnal cycle on the propagation of Madden-Julian oscillation convection across the Maritime Continent. J. Adv. Model. Earth Syst., 8, 1552–1564, https://doi.org/10.1002/2016MS000725.
[13]
Hansen, M. C., and Coauthors, 2013: High-resolution global maps of 21st-century forest cover change. Science, 342, 850–853, https://doi.org/10.1126/science.1244693.
[14]
Hendon, H. H., and M. L. Salby, 1994: The life cycle of the Madden–Julian oscillation. J. Atmos. Sci., 51, 2225–2237, https://doi.org/10.1175/1520-0469(1994)051<2225:TLCOTM>2.0.CO;2.
[15]
Hersbach, H., and Coauthors, 2020: The ERA5 global reanalysis. Quart. J. Roy. Meteor. Soc., 146, 1999–2049, https://doi.org/10.1002/qj.3803.
[16]
Hsu, H.-H., and M.-Y. Lee, 2005: Topographic effects on the eastward propagation and initiation of the Madden–Julian oscillation. J. Climate, 18, 795–809, https://doi.org/10.1175/JCLI-3292.1.
[17]
Hsu, P.-C., and T. Li, 2012: Role of the boundary layer moisture asymmetry in causing the eastward propagation of the Madden–Julian oscillation. J. Climate, 25, 4914–4931, https://doi.org/10.1175/JCLI-D-11-00310.1.
[18]
Huang, S., and L. Oey, 2019: Malay Archipelago forest loss to cash crops and urban expansion contributes to weaken the Asian summer monsoon: An atmospheric modeling study. J. Climate, 32, 3189–3205, https://doi.org/10.1175/JCLI-D-18-0467.1.
[19]
Huffman, G. J., D. T. Bolvin, E. J. Nelkin, and R. F. Adler, 2016: TRMM (TMPA) Precipitation L3 1 day 0.25 degree × 0.25 degree V7. GES DISC, https://doi.org/10.5067/TRMM/TMPA/DAY/7.
[20]
Inness, P. M., and J. M. Slingo, 2003: Simulation of the Madden–Julian oscillation in a coupled general circulation model. Part I: Comparison with observations and an atmosphere-only GCM. J. Climate, 16, 345–364, https://doi.org/10.1175/1520-0442(2003)016<0345:SOTMJO>2.0.CO;2.
[21]
Inoue, K., and L. Back, 2015a: Column-integrated moist static energy budget analysis on various time scales during TOGA COARE. J. Atmos. Sci., 72, 1856–1871, https://doi.org/10.1175/JAS-D-14-0249.1.
[22]
Inoue, K., and L. Back, 2015b: Gross moist stability assessment during TOGA COARE: Various interpretations of gross moist stability. J. Atmos. Sci., 72, 4148–4166, https://doi.org/10.1175/JAS-D-15-0092.1.
[23]
Jiang, X., 2017: Key processes for the eastward propagation of the Madden-Julian oscillation based on multimodel simulations. J. Geophys. Res. Atmos., 122, 755–770, https://doi.org/10.1002/2016JD025955.
[24]
Kang, D., D. Kim, M.-S. Ahn, R. Neale, J. Lee, and P. J. Gleckler, 2020: The role of the mean state on MJO simulation in CESM2 ensemble simulation. Geophys. Res. Lett., 47, e2020GL089824, https://doi.org/10.1029/2020GL089824.
[25]
Khanna, J., and D. Medvigy, 2014: Strong control of surface roughness variations on the simulated dry season regional atmospheric response to contemporary deforestation in Rondônia, Brazil. J. Geophys. Res. Atmos., 119, 13 067–13 078, https://doi.org/10.1002/2014JD022278.
[26]
Kim, H.-M., D. Kim, F. Vitart, V. E. Toma, J.-S. Kug, and P. J. Webster, 2016: MJO propagation across the Maritime Continent in the ECMWF ensemble prediction system. J. Climate, 29, 3973–3988, https://doi.org/10.1175/JCLI-D-15-0862.1.
[27]
Klingaman, N. P., and S. J. Woolnough, 2014: The role of air–sea coupling in the simulation of the Madden–Julian oscillation in the Hadley Centre model. Quart. J. Roy. Meteor. Soc., 140, 2272–2286, https://doi.org/10.1002/qj.2295.
[28]
Lan, Y.-Y., H.-H. Hsu, W.-L. Tseng, and L.-C. Jiang, 2022: Embedding a one-column ocean model in the Community Atmosphere Model 5.3 to improve Madden–Julian oscillation simulation in boreal winter. Geosci. Model Dev., 15, 5689–5712, https://doi.org/10.5194/gmd-15-5689-2022.
[29]
Lawrence, D. M., and Coauthors, 2011: Parameterization improvements and functional and structural advances in version 4 of the Community Land Model. J. Adv. Model. Earth Syst., 3, M03001, https://doi.org/10.1029/2011MS00045.
[30]
Lee, T.-H., and M.-H. Lo, 2021: The role of El Niño in modulating the effects of deforestation in the Maritime Continent. Environ. Res. Lett., 16, 054056, https://doi.org/10.1088/1748-9326/abe88e.
[31]
Liebmann, B., and C. A. Smith, 1996: Description of a complete (interpolated) outgoing longwave radiation dataset. Bull. Amer. Meteor. Soc., 77, 1275–1277.
[32]
Ling, J., C. Zhang, R. Joyce, P.-P. Xie, and G. Chen, 2019: Possible role of the diurnal cycle in land convection in the barrier effect on the MJO by the Maritime Continent. Geophys. Res. Lett., 46, 3001–3011, https://doi.org/10.1029/2019GL081962.
[33]
Lo, M.-H., W.-Y. Wu, L. I. Tang, D. Ryu, M. Rashid, and R.-J. Wu, 2021: Temporal changes in land surface coupling strength: An example in a semi-arid region of Australia. J. Climate, 34, 1503–1513, https://doi.org/10.1175/JCLI-D-20-0250.1.
[34]
Madden, R. A., and P. R. Julian, 1971: Detection of a 40–50 day oscillation in the zonal wind in the tropical Pacific. J. Atmos. Sci., 28, 702–708, https://doi.org/10.1175/1520-0469(1971)028<0702:DOADOI>2.0.CO;2.
[35]
Madden, R. A., and P. R. Julian, 1972: Description of global-scale circulation cells in the tropics with a 40–50 day period. J. Atmos. Sci., 29, 1109–1123, https://doi.org/10.1175/1520-0469(1972)029<1109:DOGSCC>2.0.CO;2.
[36]
Maloney, E. D., 2009: The moist static energy budget of a composite tropical intraseasonal oscillation in a climate model. J. Climate, 22, 711–729, https://doi.org/10.1175/2008JCLI2542.1.
[37]
Maloney, E. D., and D. L. Hartmann, 1998: Frictional moisture convergence in a composite life cycle of the Madden–Julian oscillation. J Climate, 11, 2387–2403, https://doi.org/10.1175/1520-0442(1998)011<2387:FMCIAC>2.0.CO;2.
[38]
Margono, B. A., P. V. Potapov, S. Turubanova, F. Stolle, and M. C. Hansen, 2014: Primary forest cover loss in Indonesia over 2000–2012. Nat. Climate Change, 4, 730–735, https://doi.org/10.1038/nclimate2277.
[39]
Matthews, A. J., 2008: Primary and successive events in the Madden–Julian oscillation. Quart. J. Roy. Meteor. Soc., 134, 439–453, https://doi.org/10.1002/qj.224.
[40]
Neale, R. B., and Coauthors, 2010: Description of the NCAR Community Atmosphere Model (CAM 5.0). NCAR Tech. Note NCAR/TN-486+STR, 289 pp., http://www.cesm.ucar.edu/models/cesm1.0/cam/docs/description/cam5_desc.pdf.
[41]
Oh, J.-H., K.-Y. Kim, and G.-H. Lim, 2012: Impact of MJO on the diurnal cycle of rainfall over the western Maritime Continent in the austral summer. Climate Dyn., 38, 1167–1180, https://doi.org/10.1007/s00382-011-1237-4.
[42]
Oleson, K. W., and Coauthors, 2010: Technical description of version 4.0 of the Community Land Model (CLM). NCAR Tech. Note NCAR/TN-478+STR, 266 pp., https://doi.org/10.5065/D6FB50WZ.
[43]
Peatman, S. C., A. J. Matthews, and D. P. Stevens, 2014: Propagation of the Madden–Julian oscillation through the Maritime Continent and scale interaction with the diurnal cycle of precipitation. Quart. J. Roy. Meteor. Soc., 140, 814–825, https://doi.org/10.1002/qj.2161.
[44]
Raymond, D. J., and Ž. Fuchs, 2007: Convectively coupled gravity and moisture modes in a simple atmospheric model. Tellus, 59A, 627–640, https://doi.org/10.1111/j.1600-0870.2007.00268.x.
[45]
Raymond, D. J., and Ž. Fuchs, 2009: Moisture modes and the Madden–Julian oscillation. J. Climate, 22, 3031–3046, https://doi.org/10.1175/2008JCLI2739.1.
[46]
Raymond, D. J., S. L. Sessions, A. H. Sobel, and Ž. Fuchs, 2009: The mechanics of gross moist stability. J. Adv. Model. Earth Syst., 1 (3), https://doi.org/10.3894/JAMES.2009.1.9.
[47]
Rui, H., and B. Wang, 1990: Development characteristics and dynamic structure of tropical intraseasonal convection anomalies. J. Atmos. Sci., 47, 357–379, https://doi.org/10.1175/1520-0469(1990)047<0357:DCADSO>2.0.CO;2.
[48]
Ruppert, J. H., Jr., and X. Chen, 2020: Island rainfall enhancement in the Maritime Continent. Geophys Res Lett, 47, e2019GL086545, https://doi.org/10.1029/2019GL086545.
[49]
Savarin, A., and S. S. Chen, 2022: Pathways to better prediction of the MJO: 2. Impacts of atmosphere‐ocean coupling on the upper ocean and MJO propagation. J. Adv. Model. Earth Syst., 14, e2021MS002929, https://doi.org/10.1029/2021MS002929.
[50]
Sobel, A. H., E. D. Maloney, G. Bellon, and D. M. Frierson, 2010: Surface fluxes and tropical intraseasonal variability: A reassessment. J. Adv. Model. Earth Syst., 2 (1), https://doi.org/10.3894/JAMES.2010.2.2.

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Published
Apr 01, 2024
Vol/Issue
37(7)
Pages
2247-2261
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Funding
Ministry of Science and Technology, Taiwan Award: MOST 110-2111-M-034 -005 -
Cite This Article
Chiung-Wen June Chang, Min-Hui Lo, Wan-Ling Tseng, et al. (2024). Impact of Deforestation in the Maritime Continent on the Madden–Julian Oscillation. Journal of Climate, 37(7), 2247-2261. https://doi.org/10.1175/jcli-d-22-0746.1
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