Markku Kulmala

According to our database, Markku Kulmala authored at least 9 papers between 2002 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Virtual Sensors: Toward High-Resolution Air Pollution Monitoring using AI and IoT.

Martha Arbayani Zaidan, Naser Hossein Motlagh, Brandon E. Boor, David V. Lu, Petteri Nurmi, Tuukka Petäjä, Aijun Ding, Markku Kulmala, Sasu Tarkoma, Tareq Hussein

IEEE Internet Things Mag., March, 2023

Intelligent Air Pollution Sensors Calibration for Extreme Events and Drifts Monitoring.

Martha Arbayani Zaidan, Naser Hossein Motlagh, Pak Lun Fung, Abedalaziz S. Khalaf, Yutaka Matsumi, Aijun Ding, Sasu Tarkoma, Tuukka Petäjä, Markku Kulmala, Tareq Hussein

IEEE Trans. Ind. Informatics, 2023

2022

Retrieval of Multiple Atmospheric Environmental Parameters From Images With Deep Learning.

Peifeng Su, Yongchun Liu, Sasu Tarkoma, Andrew Rebeiro-Hargrave, Tuukka Petäjä, Markku Kulmala, Petri Pellikka

IEEE Geosci. Remote. Sens. Lett., 2022

2021

Intelligent and Scalable Air Quality Monitoring With 5G Edge.

Xiang Su, Xiaoli Liu, Naser Hossein Motlagh, Jacky Cao, Peifeng Su, Petri Pellikka, Yongchun Liu, Tuukka Petäjä, Markku Kulmala, Pan Hui, Sasu Tarkoma

IEEE Internet Comput., 2021

Research agenda for the Russian Far East and utilization of multi-platform comprehensive environmental observations.

Tuukka Petäjä, Kirill S. Ganzei, Hanna K. Lappalainen, Ksenia Tabakova, Risto Makkonen, Jouni Räisänen, Sergey Chalov, Markku Kulmala, Sergej Zilitinkevich, Petr Ya Baklanov, Renat B. Shakirov, Natalia V. Mishina, Evgeny G. Egidarev, Igor I. Kondrat'ev

Int. J. Digit. Earth, 2021

2020

Input-Adaptive Proxy for Black Carbon as a Virtual Sensor.

Pak Lun Fung, Martha Arbayani Zaidan, Salla Sillanpää, Anu Kousa, Jarkko V. Niemi, Hilkka Timonen, Joel Kuula, Erkka Saukko, Krista Luoma, Tuukka Petäjä, Sasu Tarkoma, Markku Kulmala, Tareq Hussein

Sensors, 2020

Toward Massive Scale Air Quality Monitoring.

Naser Hossein Motlagh, Tuukka Petäjä, Markku Kulmala, Sasu Tarkoma, Eemil Lagerspetz, Petteri Nurmi, Xin Li, Samu Varjonen, Julien Mineraud, Matti Siekkinen, Andrew Rebeiro-Hargrave, Tareq Hussein

IEEE Commun. Mag., 2020

2016

The ADV/ASV AATSR aerosol retrieval algorithm: current status and presentation of a full-mission AOD dataset.

Pekka Kolmonen, Larisa Sogacheva, Timo H. Virtanen, Gerrit de Leeuw, Markku Kulmala

Int. J. Digit. Earth, 2016

2002

Effect of Cross-correlated Fluctuations on the Aerosol Dynamics: Monte Carlo Simulations.

Evgeni Zapadinsky, Liisa Pirjola, Markku Kulmala

Monte Carlo Methods Appl., 2002