D-Index & Metrics Best Publications
Martti Hallikainen

Martti Hallikainen

D-Index & Metrics

Discipline name D-index D-index (Discipline H-index) only includes papers and citation values for an examined discipline in contrast to General H-index which accounts for publications across all disciplines. Citations Publications World Ranking National Ranking
Environmental Sciences D-index 47 Citations 10,643 297 World Ranking 2427 National Ranking 38

Overview

What is he best known for?

The fields of study he is best known for:

  • Optics
  • Remote sensing
  • Radar

His scientific interests lie mostly in Remote sensing, Snow, Synthetic aperture radar, Meteorology and Water content. Martti Hallikainen interconnects Radar, Polarization and Correlation coefficient in the investigation of issues within Remote sensing. His Snow study integrates concerns from other disciplines, such as Hydrology and Atmospheric sciences.

His biological study spans a wide range of topics, including Polarimetry, Thematic Mapper, Radar imaging and Interferometry. His studies in Water content integrate themes in fields like Moisture, Dielectric and Taiga. He has included themes like Soil texture, Soil science, Soil water and Scattering in his Dielectric study.

His most cited work include:

  • Microwave Dielectric Behavior of Wet Soil-Part II: Dielectric Mixing Models (1449 citations)
  • Microwave Dielectric Behavior of Wet Soil-Part 1: Empirical Models and Experimental Observations (939 citations)
  • HUT snow emission model and its applicability to snow water equivalent retrieval (274 citations)

What are the main themes of his work throughout his whole career to date?

His primary areas of investigation include Remote sensing, Snow, Meteorology, Radiometer and Synthetic aperture radar. His Remote sensing research incorporates themes from Radar, Scatterometer and Brightness temperature. The various areas that Martti Hallikainen examines in his Snow study include Sea ice, Terrain, Atmospheric sciences and Backscatter.

His study in Meteorology is interdisciplinary in nature, drawing from both Ground truth, Microwave radiometry and Satellite. His work carried out in the field of Synthetic aperture radar brings together such families of science as Polarimetry, Radar imaging and Taiga. Martti Hallikainen has researched Taiga in several fields, including Moisture and Water content.

He most often published in these fields:

  • Remote sensing (73.62%)
  • Snow (32.34%)
  • Meteorology (25.11%)

What were the highlights of his more recent work (between 2012-2018)?

  • Remote sensing (73.62%)
  • Radiometer (23.40%)
  • Snow (32.34%)

In recent papers he was focusing on the following fields of study:

Remote sensing, Radiometer, Snow, Atmospheric sciences and Brightness temperature are his primary areas of study. His work in Remote sensing is not limited to one particular discipline; it also encompasses Meteorology. His study in Radiometer is interdisciplinary in nature, drawing from both Hydrology, Water content and Brightness.

In his study, Humus and Soil science is inextricably linked to Moisture, which falls within the broad field of Water content. The Snow study combines topics in areas such as Microwave radiometer, Attenuation and Terrain. The concepts of his Brightness temperature study are interwoven with issues in Radiative transfer and Snowpack.

Between 2012 and 2018, his most popular works were:

  • The Physical Basis for Sea Ice Remote Sensing (130 citations)
  • Passive Microwave Signatures of Sea Ice (115 citations)
  • Land Cover and Soil Type Mapping From Spaceborne PolSAR Data at L-Band With Probabilistic Neural Network (43 citations)

In his most recent research, the most cited papers focused on:

  • Optics
  • Remote sensing
  • Radar

Martti Hallikainen focuses on Remote sensing, Snow, Radiometer, Brightness temperature and Synthetic aperture radar. His Remote sensing research is mostly focused on the topic Remote sensing. He works mostly in the field of Snow, limiting it down to concerns involving Terrain and, occasionally, Snow field, Cryosphere, Adaptive optics and Mean squared error.

His work carried out in the field of Brightness temperature brings together such families of science as Snowpack and Atmospheric sciences. His Snowpack research is multidisciplinary, relying on both Radiative transfer, Satellite, Grain size and Radiometry. The study incorporates disciplines such as Ancillary data and Meteorology in addition to Synthetic aperture radar.

This overview was generated by a machine learning system which analysed the scientist’s body of work. If you have any feedback, you can contact us here.

Best Publications

Microwave Dielectric Behavior of Wet Soil-Part II: Dielectric Mixing Models

Myron C. Dobson;Fawwaz T. Ulaby;Martti T. Hallikainen;Mohamed A. El-Rayes.
IEEE Transactions on Geoscience and Remote Sensing (1985)

2224 Citations

Microwave Dielectric Behavior of Wet Soil-Part 1: Empirical Models and Experimental Observations

Martti T. Hallikainen;Fawwaz T. Ulaby;Myron C. Dobson;Mohamed A. El-Rayes.
IEEE Transactions on Geoscience and Remote Sensing (1985)

1464 Citations

Dielectric properties of snow in the 3 to 37 GHz range

M. Hallikainen;F. Ulaby;M. Abdelrazik.
IEEE Transactions on Antennas and Propagation (1986)

403 Citations

HUT snow emission model and its applicability to snow water equivalent retrieval

J.T. Pulliainen;J. Grandell;M.T. Hallikainen.
IEEE Transactions on Geoscience and Remote Sensing (1999)

395 Citations

Application of an empirical neural network to surface water quality estimation in the Gulf of Finland using combined optical data and microwave data

Yuanzhi Zhang;Jouni Pulliainen;Sampsa Koponen;Martti Hallikainen.
Remote Sensing of Environment (2002)

240 Citations

The Physical Basis for Sea Ice Remote Sensing

Martti Hallikainen;Dale P. Winebrenner.
Microwave Remote Sensing of Sea Ice (2013)

200 Citations

Comparison of algorithms for retrieval of snow water equivalent from Nimbus-7 SMMR data in Finland

M.T. Hallikainen;P.A. Jolma.
IEEE Transactions on Geoscience and Remote Sensing (1992)

190 Citations

Backscattering properties of boreal forests at the C- and X-bands

J.T. Pulliainen;K. Heiska;J. Hyyppa;M.T. Hallikainen.
IEEE Transactions on Geoscience and Remote Sensing (1994)

179 Citations

A semi-operative approach to lake water quality retrieval from remote sensing data

Jouni Pulliainen;Kari Kallio;Karri Eloheimo;Sampsa Koponen.
Science of The Total Environment (2001)

178 Citations

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

M Tedesco;J Pulliainen;M Takala;M Hallikainen.
Remote Sensing of Environment (2004)

177 Citations

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