Spatial, seasonal, and topographical patterns of surface albedo in Norwegian forests and cropland

References

• Alfieri, J. G., and P. D. Blanken. 2012. “How Representative Is a Point? the Spatial Variability of Surface Energy Fluxes across Short Distances in a Sand-Sagebrush Ecosystem.” Journal of Arid Environments 87: 42–49. doi:10.1016/j.jaridenv.2012.04.010.
   Web of Science ®Google Scholar
• Alkama, R., and A. Cescatti. 2016. “Biophysical Climate Impacts of Recent Changes in Global Forest Cover.” Science 351: 600–604. doi:10.1126/science.aac8083.
   PubMed Web of Science ®Google Scholar
• Anderson, R. G., J. G. Canadell, J. T. Randerson, R. B. Jackson, B. A. Hungate, D. D. Baldocchi, G. A. Ban-Weiss, et al. 2010. “Biophysical Considerations in Forestry for Climate Protection.” Frontiers in Ecology and the Environment 9: 174–182. doi:10.1890/090179.
   Web of Science ®Google Scholar
• Anderson-Teixeira, K. J., P. K. Snyder, T. E. Twine, S. V. Cuadra, M. H. Costa, and E. H. DeLucia. 2012. “Climate-Regulation Services of Natural and Agricultural Ecoregions of the Americas.” Nature Climate Change 2: 177–181. doi:10.1038/nclimate1346.
   Web of Science ®Google Scholar
• Arora, V. K., and A. Montenegro. 2011. “Small Temperature Benefits Provided by Realistic Afforestation Efforts.” Nature Geosci 4: 514–518. doi:10.1038/ngeo1182.
   Web of Science ®Google Scholar
• Bala, G., K. Caldeira, M. Wickett, T. J. Phillips, D. B. Lobell, C. Delire, and A. Mirin. 2007. “Combined Climate and Carbon-Cycle Effects of Large-Scale Deforestation.” Proceedings of the National Academy of Sciences 104: 6550–6555. doi:10.1073/pnas.0608998104.
   PubMed Web of Science ®Google Scholar
• Baldocchi, D., and S. Ma. 2013. “How Will Land Use Affect Air Temperature in the Surface Boundary Layer? Lessons Learned from a Comparative Study on the Energy Balance of an Oak Savanna and Annual Grassland in California, USA.” Tellus B 65: 19994. doi:10.3402/tellusb.v65i0.19994.
   Google Scholar
• Bathiany, S., M. Claussen, V. Brovkin, T. Raddatz, and V. Gayler. 2010. “Combined Biogeophysical and Biogeochemical Effects of Large-Scale Forest Cover Changes in the MPI Earth System Model.” Biogeosciences 7: 1383–1399. doi:10.5194/bg-7-1383-2010.
   Web of Science ®Google Scholar
• Bernier, P. Y., R. L. Desjardins, Y. Karimi-Zindashty, D. Worth, A. Beaudoin, Y. Luo, and S. Wang. 2011. “Boreal Lichen Woodlands: A Possible Negative Feedback to Climate Change in Eastern North America.” Agricultural and Forest Meteorology 151: 521–528. doi:10.1016/j.agrformet.2010.12.013.
   Web of Science ®Google Scholar
• Betts, A. K., and J. H. Ball. 1997. “Albedo over the Boreal Forest.” Journal of Geophysical Research: Atmospheres 102: 28901–28909. doi:10.1029/96JD03876.
   Web of Science ®Google Scholar
• Bonan, G. B. 2008. “Forests and Climate Change: Forcings, Feedbacks, and the Climate Benefits of Forests.” Science 320: 1444–1449. doi:10.1126/science.1155121.
   PubMed Web of Science ®Google Scholar
• Bright, R. M., C. Antón-Fernández, R. Astrup, F. Cherubini, M. Kvalevåg, and A. H. Strømman. 2014a. “Climate Change Implications of Shifting Forest Management Strategy in a Boreal Forest Ecosystem of Norway.” Global Change Biology 20: 607–621. doi:10.1111/gcb.2014.20.issue-2.
   PubMed Web of Science ®Google Scholar
• Bright, R. M., C. Antón-Fernández, R. Astrup, and A. H. Strømman. 2014b. “Empirical Models of Albedo Transitions in Managed Boreal Forests: Analysis of Performance and Transportability.” Canadian Journal of Forest Research 45: 195–206. doi:10.1139/cjfr-2014-0132.
   Web of Science ®Google Scholar
• Bright, R. M., K. Zhao, R. B. Jackson, and F. Cherubini. 2015. “Quantifying Surface Albedo and Other Direct Biogeophysical Climate Forcings of Forestry Activities.” Global Change Biology 21: 3246–3266. doi:10.1111/gcb.12951.
   PubMed Web of Science ®Google Scholar
• Cescatti, A., B. Marcolla, S. K. Santhana Vannan, J. Y. Pan, M. O. Román, X. Yang, P. Ciais, et al. 2012. “Intercomparison of MODIS Albedo Retrievals and in Situ Measurements across the Global FLUXNET Network.” Remote Sensing of Environment 121: 323–334. doi:10.1016/j.rse.2012.02.019.
   Web of Science ®Google Scholar
• Cherubini, F., R. M. Bright, and A. H. Strømman. 2013. “Global Climate Impacts of Forest Bioenergy: What, When and How to Measure?” Environmental Research Letters 8: 014049. doi:10.1088/1748-9326/8/1/014049.
   Web of Science ®Google Scholar
• Claussen, M., V. Brovkin, and A. Ganopolski. 2001. “Biogeophysical versus Biogeochemical Feedbacks of Large Scale Land Cover Change.” Geophys Researcher Letters 28: 1011–1014. doi:10.1029/2000GL012471.
   Web of Science ®Google Scholar
• de Noblet-Ducoudré, N., J.-P. Boisier, A. Pitman, G. B. Bonan, V. Brovkin, F. Cruz, C. Delire, et al. 2012. “Determining Robust Impacts of Land-Use-Induced Land Cover Changes on Surface Climate over North America and Eurasia: Results from the First Set of LUCID Experiments.” Journal of Climate 25: 3261–3281. doi:10.1175/JCLI-D-11-00338.1.
   Web of Science ®Google Scholar
• Gallo, K., R. Hale, D. Tarpley, and Y. Yu. 2011. “Evaluation of the Relationship between Air and Land Surface Temperature under Clear- and Cloudy-Sky Conditions.” Journal of Applied Meteorology and Climatology 50: 767–775. doi:10.1175/2010JAMC2460.1.
   Web of Science ®Google Scholar
• Gao, B., L. Jia, and M. Menenti. 2014a. “An Improved Method For Retrieving Land Surface Albedo Over Rugged Terrain.” IEEE Geoscience and Remote Sensing Letters 11: 554–558. doi:10.1109/LGRS.2013.2275072.
   Web of Science ®Google Scholar
• Gao, F., T. He, Z. Wang, B. Ghimire, Y. Shuai, J. Masek, C. Schaaf, and C. Williams. 2014b. “Multiscale Climatological Albedo Look-Up Maps Derived from Moderate Resolution Imaging Spectroradiometer BRDF/Albedo Products.” Journal of Applied Remote Sensing 8: 083532–083532. doi:10.1117/1.JRS.8.083532.
   Web of Science ®Google Scholar
• Gjertsen, A. K., and J.-E. Nilsen (2012). SAT-SKOG. Et Skogkart Basert På Tolking Av Satellittbilder. In, Rapport fra Skog og landskap 23/12: IV, 54 s. Accessed March 27 2017. http://www.skogoglandskap.no/publikasjon/sat_skog_et_skogkart_basert_pa_tolking_av_satellittbilder/publication_view
   Google Scholar
• He, T., S. Liang, and D.-X. Song. 2014. “Analysis of Global Land Surface Albedo Climatology and Spatial-Temporal Variation during 1981–2010 from Multiple Satellite Products.” Journal of Geophysical Research: Atmospheres 119: 10,281–210,298.
   Web of Science ®Google Scholar
• He, T., Q. Shao, W. Cao, L. Huang, and L. Liu. 2015. “Satellite-Observed Energy Budget Change of Deforestation in Northeastern China and Its Climate Implications.” Remote Sensing 7: 11586. doi:10.3390/rs70911586.
   Web of Science ®Google Scholar
• Hollinger, D. Y., S. V. Ollinger, A. D. Richardson, T. P. Meyers, D. B. Dail, M. E. Martin, N. A. Scott, et al. 2010. “Albedo Estimates for Land Surface Models and Support for a New Paradigm Based on Foliage Nitrogen Concentration.” Global Change Biology 16: 696–710. doi:10.1111/gcb.2010.16.issue-2.
   Web of Science ®Google Scholar
• Jackson, R. B., T. R. James, G. C. Josep, G. A. Ray, A. Roni, D. B. Dennis, B. B. Gordon, et al. 2008. “Protecting Climate with Forests.” Environmental Research Letters 3: 044006. doi:10.1088/1748-9326/3/4/044006.
   Web of Science ®Google Scholar
• Jørgensen, S. V., F. Cherubini, and O. Michelsen. 2014. “Biogenic CO2 Fluxes, Changes in Surface Albedo and Biodiversity Impacts from Establishment of a Miscanthus Plantation.” Journal of Environmental Management 146: 346–354. doi:10.1016/j.jenvman.2014.06.033.
   PubMed Web of Science ®Google Scholar
• Juang, J.-Y., G. Katul, M. Siqueira, P. Stoy, and K. Novick. 2007. “Separating the Effects of Albedo from Eco-Physiological Changes on Surface Temperature along a Successional Chronosequence in the Southeastern United States.” Geophysical Research Letters 34: L21408. doi:10.1029/2007GL031296.
   Web of Science ®Google Scholar
• Kuusinen, N., P. Stenberg, L. Korhonen, M. Rautiainen, and E. Tomppo. 2016. “Structural Factors Driving Boreal Forest Albedo in Finland.” Remote Sensing of Environment 175: 43–51. doi:10.1016/j.rse.2015.12.035.
   Web of Science ®Google Scholar
• Kuusinen, N., E. Tomppo, and F. Berninger. 2013. “Linear Unmixing of MODIS Albedo Composites to Infer Subpixel Land Cover Type Albedos.” International Journal of Applied Earth Observation and Geoinformation 23: 324–333. doi:10.1016/j.jag.2012.10.005.
   Web of Science ®Google Scholar
• Kuusinen, N., E. Tomppo, Y. Shuai, and F. Berninger. 2014. “Effects of Forest Age on Albedo in Boreal Forests Estimated from MODIS and Landsat Albedo Retrievals.” Remote Sensing of Environment 145: 145–153. doi:10.1016/j.rse.2014.02.005.
   Web of Science ®Google Scholar
• Kvalevåg, M. M., G. Myhre, G. Bonan, and S. Levis. 2010. “Anthropogenic Land Cover Changes in a GCM with Surface Albedo Changes Based on MODIS Data.” International Journal of Climatology 30: 2105–2117. doi:10.1002/joc.v30:13.
   Web of Science ®Google Scholar
• Lawley, E. F., M. M. Lewis, and B. Ostendorf. 2014. “Evaluating MODIS Soil Fractional Cover for Arid Regions, Using Albedo from High-Spatial Resolution Satellite Imagery.” International Journal of Remote Sensing 35: 2028–2046.
   Web of Science ®Google Scholar
• Lee, X., M. L. Goulden, D. Y. Hollinger, A. Barr, T. A. Black, G. Bohrer, R. Bracho, et al. 2011. “Observed Increase in Local Cooling Effect of Deforestation at Higher Latitudes.” Nature 479: 384–387. doi:10.1038/nature10588.
   PubMed Web of Science ®Google Scholar
• Li, H., Y. Shen, P. Yang, W. Zhao, R. G. Allen, H. Shao, and Y. Lei. 2015a. “Calculation of Albedo on Complex Terrain Using MODIS Data: A Case Study in Taihang Mountain of China.” Environmental Earth Sciences 74: 6315–6324. doi:10.1007/s12665-015-4656-4.
   Web of Science ®Google Scholar
• Li, H., C. Y. Xu, and S. Beldring. 2015b. “How Much Can We Gain with Increasing Model Complexity with the Same Model Concepts?” Journal of Hydrology 527: 858–871. doi:10.1016/j.jhydrol.2015.05.044.
   Web of Science ®Google Scholar
• Li, Y., N. de Noblet-Ducoudré, E. L. Davin, S. Motesharrei, N. Zeng, S. Li, and E. Kalnay. 2016. “The Role of Spatial Scale and Background Climate in the Latitudinal Temperature Response to Deforestation.” Earth Systems Dynamics 7: 167–181. doi:10.5194/esd-7-167-2016.
   Web of Science ®Google Scholar
• Li, Y., M. Zhao, S. Motesharrei, Q. Mu, E. Kalnay, and S. Li. 2015c. “Local Cooling and Warming Effects of Forests Based on Satellite Observations.” Nature Communications 6: 6603. doi:10.1038/ncomms7603.
   PubMed Web of Science ®Google Scholar
• Liang, S. 2007. “Recent Developments in Estimating Land Surface Biogeophysical Variables from Optical Remote Sensing.” Progress in Physical Geography 31: 501–516. doi:10.1177/0309133307084626.
   Web of Science ®Google Scholar
• Liu, J., C. Schaaf, A. Strahler, Z. Jiao, Y. Shuai, Q. Zhang, M. Roman, J. A. Augustine, and E. G. Dutton. 2009. “Validation of Moderate Resolution Imaging Spectroradiometer (MODIS) Albedo Retrieval Algorithm: Dependence of Albedo on Solar Zenith Angle.” Journal of Geophysical Research: Atmospheres 114: D01106.
   Web of Science ®Google Scholar
• Lukeš, P., M. Rautiainen, T. Manninen, P. Stenberg, and M. Mõttus. 2014. “Geographical Gradients in Boreal Forest Albedo and Structure in Finland.” Remote Sensing of Environment 152: 526–535. doi:10.1016/j.rse.2014.06.023.
   Web of Science ®Google Scholar
• Lukeš, P., P. Stenberg, M. Mõttus, T. Manninen, and M. Rautiainen. 2016. “Multidecadal Analysis of Forest Growth and Albedo in Boreal Finland.” International Journal of Applied Earth Observation and Geoinformation 52: 296–305. doi:10.1016/j.jag.2016.07.001.
   Web of Science ®Google Scholar
• Lukeš, P., P. Stenberg, and M. Rautiainen. 2013a. “Relationship between Forest Density and Albedo in the Boreal Zone.” Ecological Modelling 261–262: 74–79. doi:10.1016/j.ecolmodel.2013.04.009.
   Web of Science ®Google Scholar
• Lukeš, P., P. Stenberg, M. Rautiainen, M. Mõttus, and K. M. Vanhatalo. 2013b. “Optical Properties of Leaves and Needles for Boreal Tree Species in Europe.” Remote Sensing Letters 4: 667–676. doi:10.1080/2150704X.2013.782112.
   Web of Science ®Google Scholar
• Luyssaert, S., M. Jammet, P. C. Stoy, S. Estel, J. Pongratz, E. Ceschia, G. Churkina, et al. 2014. “Land Management and Land-Cover Change Have Impacts of Similar Magnitude on Surface Temperature.” Nature Climate Change 4: 389–393. doi:10.1038/nclimate2196.
   Web of Science ®Google Scholar
• Meinander, O., S. Kazadzis, A. Arola, A. Riihelä, P. Räisänen, R. Kivi, A. Kontu, et al. 2013. “Spectral Albedo of Seasonal Snow during Intensive Melt Period at Sodankylä, beyond the Arctic Circle.” Atmos Chemical Physical 13: 3793–3810. doi:10.5194/acp-13-3793-2013.
   Web of Science ®Google Scholar
• Mildrexler, D. J., M. Zhao, and S. W. Running. 2011. “A Global Comparison between Station Air Temperatures and MODIS Land Surface Temperatures Reveals the Cooling Role of Forests.” Journal of Geophysical Research: Biogeosciences 116: G3. doi:10.1029/2010JG001486.
   Web of Science ®Google Scholar
• Mohr, M. (2008). New Routines for Gridding of Temperature and Precipitation Observations for Senorge.No. In, Note 08/2008, The Norwegian Meteorological Institute. Accessed March 27 2017. http://www.met.no/filestore/NewRoutinesforGriddingofTemperature.pdf
   Google Scholar
• Myhre, G., D. Shindell, F.-M. Bréon, W. Collins, J. Fuglestvedt, J. Huang, D. Koch, et al. 2013. “Anthropogenic and Natural Radiative Forcing.” In Climate Change 2013: The Physical Science Basis. Contribution of Working Group I to the Fifth Assessment Report of the Intergovernmental Panel on Climate Change, edited by T. F. Stocker, D. Qin, G.-K. Plattner, M. Tignor, S. K. Allen, J. Boschung, A. Nauels, Y. Xia, V. Bex, and P. M. Midgley. Cambridge, United Kingdom and New York, NY, USA: Cambridge University Press.
   Google Scholar
• Nilsen, B. 2011. “Kartkatalog. Kart/Kartlag Produsert Av Skog Og Landskap.” In, Rapport Fra Skog Og Landskap 02/11: 58 s.
   Google Scholar
• Nilson, T., A. Kuusk, M. Lang, and T. Lükk. 2003. “Forest Reflectance Modeling: Theoretical Aspects and Applications.” Ambio 32: 535–541. doi:10.1579/0044-7447-32.8.535.
   PubMed Web of Science ®Google Scholar
• Peng, -S.-S., S. Piao, Z. Zeng, P. Ciais, L. Zhou, L. Z. X. Li, R. B. Myneni, Y. Yin, and H. Zeng. 2014. “Afforestation in China Cools Local Land Surface Temperature.” Proceedings of the National Academy of Sciences 111 (8): 2915–2919. doi:10.1073/pnas.1315126111.
   PubMed Web of Science ®Google Scholar
• Pitman, A. J., F. B. Avila, G. Abramowitz, Y. P. Wang, S. J. Phipps, and N. de Noblet-Ducoudre. 2011. “Importance of Background Climate in Determining Impact of Land-Cover Change on Regional Climate.” Nature Climate Change 1: 472–475. doi:10.1038/nclimate1294.
   Web of Science ®Google Scholar
• Randerson, J. T., H. Liu, M. G. Flanner, S. D. Chambers, Y. Jin, P. G. Hess, G. Pfister, et al. 2006. “The Impact of Boreal Forest Fire on Climate Warming.” Science 314: 1130–1132. doi:10.1126/science.1132075.
   PubMed Web of Science ®Google Scholar
• Roupioz, L., F. Nerry, L. Jia, and M. Menenti. 2014. “Improved Surface Reflectance from Remote Sensing Data with Sub-Pixel Topographic Information.” Remote Sensing 6: 10356. doi:10.3390/rs61110356.
   Web of Science ®Google Scholar
• Ryu, Y., S. Kang, S.-K. Moon, and J. Kim. 2008. “Evaluation of Land Surface Radiation Balance Derived from Moderate Resolution Imaging Spectroradiometer (MODIS) over Complex Terrain and Heterogeneous Landscape on Clear Sky Days.” Agricultural and Forest Meteorology 148: 1538–1552. doi:10.1016/j.agrformet.2008.05.008.
   Web of Science ®Google Scholar
• Schaaf, C. B., F. Gao, A. H. Strahler, W. Lucht, X. Li, T. Tsang, N. C. Strugnell, et al. 2002. “First Operational BRDF, Albedo Nadir Reflectance Products from MODIS.” Remote Sensing of Environment 83: 135–148. doi:10.1016/S0034-4257(02)00091-3.
   Web of Science ®Google Scholar
• Shuai, Y. M., C. B. Schaaf, A. H. Strahler, J. C. Liu, and Z. T. Jiao. 2008. “Quality Assessment of BRDF/Albedo Retrievals in MODIS Operational System.” Geophysical Research Letters 35: L05407. doi:10.1029/2007GL032568.
   Web of Science ®Google Scholar
• Şorman, A. Ü., Z. Akyürek, A. Şensoy, A. A. Şorman, and A. E. Tekeli. 2007. “Commentary on Comparison of MODIS Snow Cover and Albedo Products with Ground Observations over the Mountainous Terrain of Turkey.” Hydrol Earth Systems Sciences 11: 1353–1360. doi:10.5194/hess-11-1353-2007.
   Web of Science ®Google Scholar
• Tan, B., C. E. Woodcock, J. Hu, P. Zhang, M. Ozdogan, D. Huang, W. Yang, Y. Knyazikhin, and R. B. Myneni. 2006. “The Impact of Gridding Artifacts on the Local Spatial Properties of MODIS Data: Implications for Validation, Compositing, and Band-To-Band Registration across Resolutions.” Remote Sensing of Environment 105: 98–114. doi:10.1016/j.rse.2006.06.008.
   Web of Science ®Google Scholar
• Thackeray, C. W., C. G. Fletcher, and C. Derksen. 2015. “Quantifying the Skill of CMIP5 Models in Simulating Seasonal Albedo and Snow Cover Evolution.” Journal of Geophysical Research: Atmospheres 120: 5831–5849.
   Web of Science ®Google Scholar
• Tomppo, E., H. Olsson, G. Ståhl, M. Nilsson, O. Hagner, and M. Katila. 2008. “Combining National Forest Inventory Field Plots and Remote Sensing Data for Forest Databases.” Remote Sensing of Environment 112: 1982–1999. doi:10.1016/j.rse.2007.03.032.
   Web of Science ®Google Scholar
• Tomter, S. M., G. Hylen, and J.-E. Nilsen. 2010. “Development of Norway’s National Forest Inventory.” In National Forest Inventories. Pathways for Common Reporting, edited by E. Tomppo, T. Gschwantner, M. Lawrence, and R. E. McRoberts, 411–424. Heidelberg: Springer.
   Google Scholar
• Vanden Broucke, S., S. Luyssaert, E. L. Davin, I. Janssens, and N. Van Lipzig. 2015. “New Insights in the Capability of Climate Models to Simulate the Impact of LUC Based on Temperature Decomposition of Paired Site Observations.” Journal of Geophysical Research: Atmospheres 120: 5417–5436.
   Web of Science ®Google Scholar
• Wang, L., J. N. S. Cole, P. Bartlett, D. Verseghy, C. Derksen, R. Brown, and K. Von Salzen. 2016. “Investigating the Spread in Surface Albedo for Snow-Covered Forests in CMIP5 Models.” Journal of Geophysical Research: Atmospheres 121: 1104–1119.
   Web of Science ®Google Scholar
• Wang, Z., C. B. Schaaf, A. H. Strahler, M. J. Chopping, M. O. Román, Y. Shuai, C. E. Woodcock, D. Y. Hollinger, and D. R. Fitzjarrald. 2014. “Evaluation of MODIS Albedo Product (MCD43A) over Grassland, Agriculture and Forest Surface Types during Dormant and Snow-Covered Periods.” Remote Sensing of Environment 140: 60–77. doi:10.1016/j.rse.2013.08.025.
   Web of Science ®Google Scholar
• Wen, J., Q. Liu, Q. Liu, Q. Xiao, and X. Li. 2009. “Scale Effect and Scale Correction of Land-Surface Albedo in Rugged Terrain.” International Journal of Remote Sensing 30: 5397–5420. doi:10.1080/01431160903130903.
   Web of Science ®Google Scholar
• Wen, J., X. Zhao, Q. Liu, Y. Tang, and B. Dou. 2014. “An Improved Land-Surface Albedo Algorithm with DEM in Rugged Terrain.” IEEE Geoscience and Remote Sensing Letters 11: 883–887. doi:10.1109/LGRS.2013.2280696.
   Web of Science ®Google Scholar
• Xin, Q., C. E. Woodcock, J. Liu, B. Tan, R. A. Melloh, and R. E. Davis. 2012. “View Angle Effects on MODIS Snow Mapping in Forests.” Remote Sensing of Environment 118: 50–59. doi:10.1016/j.rse.2011.10.029.
   Web of Science ®Google Scholar
• Zhang, M., X. Lee, G. Yu, S. Han, H. Wang, J. Yan, Y. Zhang, et al. 2014. “Response of Surface Air Temperature to Small-Scale Land Clearing across Latitudes.” Environmental Research Letters 9: 034002. doi:10.1088/1748-9326/9/3/034002.
   Web of Science ®Google Scholar
• Zhang, Y., X. Li, J. Wen, Q. Liu, and G. Yan. 2015. “Improved Topographic Normalization for Landsat TM Images by Introducing the MODIS Surface BRDF.” Remote Sensing 7: 6558. doi:10.3390/rs70606558.
   Web of Science ®Google Scholar
• Zhao, K., and R. B. Jackson. 2014. “Biophysical Forcings of Land-Use Changes from Potential Forestry Activities in North America.” Ecological Monographs 84: 329–353. doi:10.1890/12-1705.1.
   Web of Science ®Google Scholar