Remote Sensing of Environment

Research outputs

  1. 2019
  2. Published

    The potential of dual-wavelength terrestrial lidar in early detection of Ips typographus (L.) infestation – Leaf water content as a proxy

    Junttila, S., Holopainen, M., Vastaranta, M., Lyytikäinen-Saarenmaa, P., Kaartinen, H., Hyyppä, J. & Hyyppä, H., 15 Sep 2019, In : Remote Sensing of Environment. 231, 15 p., 111264.

    Research output: Contribution to journalArticle

  3. Published

    In situ biomass estimation at tree and plot levels: What did data record and what did algorithms derive from terrestrial and aerial point clouds in boreal forest

    Wang, Y., Pyörälä, J., Liang, X., Lehtomäki, M., Kukko, A., Yu, X., Kaartinen, H. & Hyyppä, J., 16 Jul 2019, In : Remote Sensing of Environment. 232

    Research output: Contribution to journalArticle

  4. Published

    Seasonal dynamics of albedo across European boreal forests : Analysis of MODIS albedo and structural metrics from airborne LiDAR

    Hovi, A., Lindberg, E., Lang, M., Arumäe, T., Peuhkurinen, J., Sirparanta, S., Pyankov, S. & Rautiainen, M., 1 Apr 2019, In : Remote Sensing of Environment. 224, p. 365-381 17 p.

    Research output: Contribution to journalArticle

  5. Published

    Clarifying the role of radiative mechanisms in the spatio-temporal changes of land surface temperature across the Horn of Africa

    Abera, T. A., Heiskanen, J., Pellikka, P., Rautiainen, M. & Maeda, E. E., 1 Feb 2019, In : Remote Sensing of Environment. 221, p. 210-224 15 p.

    Research output: Contribution to journalArticle

  6. 2017
  7. Published

    Forest canopy structure and reflectance in humid tropical Borneo: a physically-based interpretation using spectral invariants

    Hadi, H., Pfeifer, M., Korhonen, L., Wheeler, C. & Rautiainen, M., 1 Nov 2017, In : Remote Sensing of Environment. 201, p. 314-330 17 p.

    Research output: Contribution to journalArticle

  8. Published

    Estimation of leaf area index and its sunlit portion from DSCOVR EPIC data: Theoretical basis

    Yang, B., Knyazikhin, Y., Mõttus, M., Rautiainen, M., Stenberg, P., Yan, L., Chen, C., Yan, K., Choi, S., Park, T. & 1 others, Myneni, R. B., Sep 2017, In : Remote Sensing of Environment. 198, 1, p. 69-84 16 p.

    Research output: Contribution to journalArticle

  9. Published

    Comparison of Sentinel-2 and Landsat 8 in the estimation of boreal forest canopy cover and leaf area index

    Korhonen, L., Hadi, H., Packalen, P. & Rautiainen, M., Jun 2017, In : Remote Sensing of Environment. 195, p. 259-274 16 p.

    Research output: Contribution to journalArticle

  10. 2016
  11. Published

    Photon recollision probability in modelling the radiation regime of canopies - A review

    Stenberg, P., Mõttus, M. & Rautiainen, M., 15 Sep 2016, In : Remote Sensing of Environment. 183, p. 98-108 11 p.

    Research output: Contribution to journalArticle

  12. Published

    Structural factors driving boreal forest albedo in Finland

    Kuusinen, N., Stenberg, P., Korhonen, L., Rautiainen, M. & Tomppo, E., 15 Mar 2016, In : Remote Sensing of Environment. 175, p. 43-51 9 p.

    Research output: Contribution to journalArticle

  13. 2015
  14. Published

    Spectral contribution of understory to forest reflectance in a boreal site: An analysis of EO-1 Hyperion data

    Rautiainen, M. & Lukes, P., 15 Dec 2015, In : Remote Sensing of Environment. 171, 171, p. 98-104 7 p.

    Research output: Contribution to journalArticle

  15. Published

    The fourth phase of the radiative transfer model intercomparison (RAMI) exercise: Actual canopy scenarios and conformity testing

    Widlowski, J. L., Mio, C., Disney, M., Adams, J., Andredakis, I., Atzberger, C., Brennan, J., Busetto, L., Chelle, M., Ceccherini, G. & 32 others, Colombo, R., Côté, J. F., Eenmäe, A., Essery, R., Gastellu-Etchegorry, J. P., Gobron, N., Grau, E., Haverd, V., Homolová, L., Huang, H., Hunt, L., Kobayashi, H., Koetz, B., Kuusk, A., Kuusk, J., Lang, M., Lewis, P. E., Lovell, J. L., Malenovský, Z., Meroni, M., Morsdorf, F., Mõttus, M., Ni-Meister, W., Pinty, B., Rautiainen, M., Schlerf, M., Somers, B., Stuckens, J., Verstraete, M. M., Yang, W., Zhao, F. & Zenone, T., 1 Nov 2015, In : Remote Sensing of Environment. 169, p. 418-437 20 p.

    Research output: Contribution to journalArticle

  16. Published

    Estimation of seasonal dynamics of understory NDVI in northern forests using MODIS BRDF data: Semi-empirical versus physically-based approach

    Pisek, J., Rautiainen, M., Nikopensius, M. & Raabe, K., 5 Jun 2015, In : Remote Sensing of Environment. 163, p. 42-47 6 p.

    Research output: Contribution to journalArticle

  17. Published

    Simulating seasonally and spatially varying snow cover brightness temperature using HUT snow emission model and retrieval of a microwave effective grain size

    Lemmetyinen, J., Derksen, C., Toose, P., Proksch, M., Pulliainen, J., Kontu, A., Rautiainen, K., Seppänen, J. & Hallikainen, M., 2015, In : Remote Sensing of Environment. 156, January 2015, p. 7195

    Research output: Contribution to journalArticle

  18. 2014
  19. Published

    Corrigendum to "Geographical gradients in boreal forest albedo and structure in Finland" [Remote Sens. Environ. 152 (2014) 526-535], DOI 10.1016/j.rse.2014.06.023

    Lukeš, P., Rautiainen, M., Manninen, T., Stenberg, P. & Mõttus, M., 1 Dec 2014, In : Remote Sensing of Environment. 155, p. 377-377 1 p.

    Research output: Contribution to journalComment/debate

  20. Published

    Geographical gradients in boreal forest albedo and structure in Finland

    Lukeš, P., Rautiainen, M., Manninen, T., Stenberg, P. & Mõttus, M., 2014, In : Remote Sensing of Environment. 152, p. 526-535 10 p.

    Research output: Contribution to journalArticle

  21. Published

    Model-assisted estimation of growing stock volume using different combinations of LiDAR and Landsat data as auxiliary information

    Saarela, S., Grafström, A., Ståhl, G., Kangas, A., Holopainen, M., Tuominen, S., Nordkvist, K. & Hyyppä, J., 2014, In : Remote Sensing of Environment. 1

    Research output: Contribution to journalArticle

  22. 2013
  23. Published

    A new approach for simulating forest albedo based on spectral invariants

    Stenberg, P., Lukeš, P., Rautiainen, M. & Manninen, T., Oct 2013, In : Remote Sensing of Environment. 137, p. 12-16 5 p.

    Research output: Contribution to journalArticle

  24. 2012
  25. Published

    Seasonal variation in MODIS LAI for a boreal forest area in Finland

    Heiskanen, J., Rautiainen, M., Stenberg, P., Mõttus, M., Vesanto, V. H., Korhonen, L. & Majasalmi, T., Nov 2012, In : Remote Sensing of Environment. 126, p. 104-115 12 p.

    Research output: Contribution to journalArticle

  26. Published

    A note on upscaling coniferous needle spectra to shoot spectral albedo

    Rautiainen, M., Mõttus, M., Yáñez-Rausell, L., Homolová, L., Malenovský, Z. & Schaepman, M. E., 15 Feb 2012, In : Remote Sensing of Environment. 117, p. 469-474 6 p.

    Research output: Contribution to journalArticle

  27. Published

    Retrieval of seasonal dynamics of forest understory reflectance in a Northern European boreal forest from MODIS BRDF data

    Pisek, J., Rautiainen, M., Heiskanen, J. & Mõttus, M., 15 Feb 2012, In : Remote Sensing of Environment. 117, p. 464-468 5 p.

    Research output: Contribution to journalArticle

  28. 2011
  29. Published

    Seasonal reflectance dynamics of common understory types in a northern European boreal forest

    Rautiainen, M., Mõttus, M., Heiskanen, J., Akujärvi, A., Majasalmi, T. & Stenberg, P., 15 Dec 2011, In : Remote Sensing of Environment. 115, 12, p. 3020-3028 9 p.

    Research output: Contribution to journalArticle

  30. 2009
  31. Published

    Mapping LAI in a Norway spruce forest using airborne laser scanning

    Solberg, S., Brunner, A., Hanssen, K. H., Lange, H., Næsset, E., Rautiainen, M. & Stenberg, P., 16 Nov 2009, In : Remote Sensing of Environment. 113, 11, p. 2317-2327 11 p.

    Research output: Contribution to journalArticle

  32. Published

    Direct retrieval of the shape of leaf spectral albedo from multiangular hyperspectral Earth observation data

    Mõttus, M. & Rautiainen, M., Sep 2009, In : Remote Sensing of Environment. 113, 9, p. 1799-1807 9 p.

    Research output: Contribution to journalArticle

  33. Published

    Seasonal reflectance trends of hemiboreal birch forests

    Rautiainen, M., Nilson, T. & Lükk, T., 15 Apr 2009, In : Remote Sensing of Environment. 113, 4, p. 805-815 11 p.

    Research output: Contribution to journalArticle

  34. Published

    On the relationship of canopy LAI and photon recollision probability in boreal forests

    Rautiainen, M., Mõttus, M. & Stenberg, P., 16 Feb 2009, In : Remote Sensing of Environment. 113, 2, p. 458-461 4 p.

    Research output: Contribution to journalArticle

  35. Published

    A sun glint correction method for hyperspectral imagery containing areas with non-negligible water leaving NIR signal

    Kutser, T., Vahtmae, E. & Praks, J., 2009, In : Remote Sensing of Environment. 113, 10, p. 2267-2274

    Research output: Contribution to journalArticle

  36. 2008
  37. Published

    Multi-angular reflectance properties of a hemiboreal forest: An analysis using CHRIS PROBA data

    Rautiainen, M., Lang, M., Mõttus, M., Kuusk, A., Nilson, T., Kuusk, J. & Lükk, T., 15 May 2008, In : Remote Sensing of Environment. 112, 5, p. 2627-2642 16 p.

    Research output: Contribution to journalArticle

  38. 2007
  39. Published

    Coupling forest canopy and understory reflectance in the Arctic latitudes of Finland

    Rautiainen, M., Suomalainen, J., Mõttus, M., Stenberg, P., Voipio, P., Peltoniemi, J. & Manninen, T., 15 Oct 2007, In : Remote Sensing of Environment. 110, 3, p. 332-343 12 p.

    Research output: Contribution to journalArticle

  40. Published

    Canopy spectral invariants for remote sensing and model applications

    Huang, D., Knyazikhin, Y., Dickinson, R. E., Rautiainen, M., Stenberg, P., Disney, M., Lewis, P., Cescatti, A., Tian, Y., Verhoef, W. & 2 others, Martonchik, J. V. & Myneni, R. B., 15 Jan 2007, In : Remote Sensing of Environment. 106, 1, p. 106-122 17 p.

    Research output: Contribution to journalArticle

  41. 2005
  42. Published

    Retrieval of leaf area index for a coniferous forest by inverting a forest reflectance model

    Rautiainen, M., 30 Nov 2005, In : Remote Sensing of Environment. 99, 3, p. 295-303 9 p.

    Research output: Contribution to journalArticle

  43. Published

    Application of photon recollision probability in coniferous canopy reflectance simulations

    Rautiainen, M. & Stenberg, P., 15 May 2005, In : Remote Sensing of Environment. 96, 1, p. 98-107 10 p.

    Research output: Contribution to journalArticle

  44. Published

    BRDF measurement of understory vegetation in pine forests: Dwarf shrubs, lichen, and moss

    Peltoniemi, J. I., Kaasalainen, S., Näränen, J., Rautiainen, M., Stenberg, P., Smolander, H., Smolander, S. & Voipio, P., 15 Feb 2005, In : Remote Sensing of Environment. 94, 3, p. 343-354 12 p.

    Research output: Contribution to journalArticle

  45. 2004
  46. Published

    The effect of crown shape on the reflectance of coniferous stands

    Rautiainen, M., Stenberg, P., Nilson, T. & Kuusk, A., 15 Jan 2004, In : Remote Sensing of Environment. 89, 1, p. 41-52 12 p.

    Research output: Contribution to journalArticle

  47. Published

    Artificial neutral network-based techniques for the retrieval of SWE and snow depth from SSM/I data

    Tedesco, M., Pulliainen, J., Takala, M., Hallikainen, M. & Pampaloni, P., 2004, In : Remote Sensing of Environment. 90, p. 76-85

    Research output: Contribution to journalArticle

  48. Published

    Automatic detection of harvested trees and determination of forest growth using airborne laser scanning

    Yu, X., Hyyppä, J., Kaartinen, H. & Maltamo, M., 2004, In : Remote Sensing of Environment. p. 451-462

    Research output: Contribution to journalArticle

  49. Published

    Estimation of timber volume and stem density based on scanning laser altimetry and expected tree size distribution functions

    Maltamo, M., Eerikäinen, K., Pitkänen, J., Hyyppä, J. & Vehmas, M., 2004, In : Remote Sensing of Environment. p. 319-330

    Research output: Contribution to journalArticle

  50. Published
  51. 2003
  52. Published

    An improved linear interpolation method for estimation of snow covered area.

    Metsämäki, S., Vepsäläinen, J., Pulliainen, J. & Sucksdorff, Y., 2003, In : Remote Sensing of Environment. 82, p. 64-78

    Research output: Contribution to journalArticle

  53. Published

    Feasibility of multi-temporal interferometric SAR data for stande-level estimation of boreal forest stem volume

    Pulliainen, J., Engdahl, M. & Hallikainen, M., 2003, In : Remote Sensing of Environment. 85, p. 397-409

    Research output: Contribution to journalArticle

  54. 2002
  55. Published
  56. Published

    Lake water quality classification with airborne hyperspectral spectrometer and simulated MERIS-data.

    Koponen, S., Pulliainen, J., Kallio, K. & Hallikainen, M., 2002, In : Remote Sensing of Environment. 79, 1, p. 51-59

    Research output: Contribution to journalArticle

  57. 2001
  58. Published
  59. Published

    Retrieval of regional snow water equivalent from space-borne passive microwave observations

    Pulliainen, J. & Hallikainen, M., 2001, In : Remote Sensing of Environment. 75, 1, p. 76-85

    Research output: Contribution to journalArticle

  60. 1999
  61. Published

    Snow monitoring using radar and optical satellite data

    Koskinen, J., Metsämäki, S., Grandell, J., Jänne, S., Matikainen, L. & Hallikainen, M., 1999, In : Remote Sensing of Environment. 69, 1, p. 16-29

    Research output: Contribution to journalArticle

  62. 1998
  63. Published

    Sub-pixel land use classification and retrieval of forest stem volume in the boreal forest zone by employing SSM/I data

    Grandell, J., Pulliainen, J. & Hallikainen, M., 1998, In : Remote Sensing of Environment. 63, p. 140-154

    Research output: Contribution to journalArticle

  64. 1996
  65. Published

    Applicability of airborne profiling radar to forest inventory

    Hyyppä, J. & Hallikainen, M., 1996, In : Remote Sensing of Environment. 57, p. 39-57

    Research output: Contribution to journalArticle

ID: 375406