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Found 9990 publications. Showing page 13 of 400:

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Accurate Lightweight Calibration Methods for Mobile Low-Cost Particulate Matter Sensors

Jørstad, Per Martin; Wojcikowski, Marek; Cao, Tuan-Vu; Lepioufle, Jean-Marie; Wojtkiewicz, Krystian; Ha, Hoai Phuong

<p>Monitoring air pollution is a critical step towards improving public health, particularly when it comes to identifying the primary air pollutants that can have an impact on human health. Among these pollutants, particulate matter (PM) with a diameter of up to 2.5 μm (or PM2.5) is of particular concern, making it important to continuously and accurately monitor pollution related to PM. The emergence of mobile low-cost PM sensors has made it possible to monitor PM levels continuously in a greater number of locations. However, the accuracy of mobile low-cost PM sensors is often questionable as it depends on geographical factors such as local atmospheric conditions. <p>This paper presents new calibration methods for mobile low-cost PM sensors that can correct inaccurate measurements from the sensors in real-time. Our new methods leverage Neural Architecture Search (NAS) to improve the accuracy and efficiency of calibration models for mobile low-cost PM sensors. The experimental evaluation shows that the new methods reduce accuracy error by more than 26% compared with the state-of-the-art methods. Moreover, the new methods are lightweight, taking less than 2.5 ms to correct each PM measurement on Intel Neural Compute Stick 2, an AI-accelerator for edge devices deployed in air pollution monitoring platforms.

2023

Accurate Lightweight Calibration Methods for Mobile Low-Cost Particulate Matter Sensors

Jørstad, Per Martin; Wojcikowski, Marek; Cao, Tuan-Vu; Lepioufle, Jean-Marie; Wojtkiewicz, Krystian; Ha, Hoai Phuong

2023

Accurate Measurements of Methane, Carbon Dioxide for Arctic and Wetland Conditions using NDIR Technology and AI-based Calibration

Gia, Huy Duong; Taherkordi, Amirhosein; Ha, Hoai Phuong; Wastine, Benoit; Gaynullin, Bakhram; Dallo, Federico; Cao, Tuan-Vu

2025

Achievements of three year aerosol_cci work. NILU F

Holzer-Popp, T.; de Leeuw, G.; Bingen, C.; Fischer, J.; Kinne, S.; North, P.; Poulson, C.; Ramon, D.; Schulz, M.; Stebel, K.; Tanre, D.; Thomas, G.; Veefkind, P.; Vountas, M.; Zieger, P.; Pinnock, S.

2013

Acid deposition and its effects in China: an overview.

Larssen, T.; Seip, H.M.; Semb, A.; Mulder, J.; Muniz, I.P.; Vogt, R.D.; Lydersen, E.; Angell, V.; Dagang, T.; Eilertsen, O.

1999

Acid deposition and related effects in China: results from the IMPACTS integrated monitoring program.

Tang, D.; Larssen, T.; Shao, M.; Zhang, X.; Duan, L.; Yanhui, W.; He, S.; Zhao, D.; Xiang, R.; Xiao, J.; Luo, J.; Aas, W.; Vogt, R.D.; Seip, H.M.; Lydersen, E.; Eilertsen, O.; Liu, H.; Gao, J.; Økland, T.; Solberg, S.; Angell, V.; Mulder, J.

2005

Acid Rain in China. Rapid industrialization has put citizens and ecosystems at risk.

Larssen, T.; Lydersen, E.; Tang, D.; He, Y.; Gao, J.; Liu, H.; Duan, L.; Seip, H.M.; Vogt, R.D.; Mulder, J.; Shao, M.; Wang, Y.; Shang, H.; Zhang, X.; Solberg, S.; Aas, W.; Økland, T.; Eilertsen, O.; Angell, V.; Liu, Q.; Zhao, D.; Xiang, R.; Xiao, J.; Luo, J.

2006

Acidification in China: Assessment based on studies at forested sites from Chongqing to Guangzhou.

Seip, H.M.; Aasgaard, P.; Angell, V.; Eilertsen, O.; Larssen, T.; Lydersen, E.; Mulder, J.; Muniz, I.P.; Semb, A.; Tang, D.G.; Vogt, R.D.; Xiao, J.S.; Xiong, J.L.; Zhao, D.W.; Kong, G.H.

1999

Acidification of lakes and forest soils.

Fowler, D.; Wright, D.; de Wit, H.; Tørseth, K.; Mareckova, K.; LeGall, A.-C.; Rabago, I.; Hettelingh, J.-P.; Tidblad, J.; Fagerli, H.; Grennfelt, P.; Almodovar, P.; Scavo, K.; Haeuber, R.; Lynch, J.; Funk, C.; Kerr, K.; Berton, E.; Pritula, D.; Reiss, I.

2016

Across the Seasons: Persistent Organic Pollutants in an Arctic Pelagic Food Web

Giebichenstein, Julia; Harju, Mikael; Varpe, Øystein; Gabrielsen, Geir Wing; Andersen, Tom; Borgå, Katrine

2023

Acrylamid in selected nutrients 2011. NILU OR

Dye, C.; Bjerke, A.; Sturtzel, I.E.

2012

Actinic flux determination from measurements of irradiance.

Kylling, A.; Webb, A.R.; Bais, A.F.; Blumthaler, M.,Scmitt, R.; Thiel, S.; Kazantzidis, A.; Kift, R.; Misslbeck M.; Schallart, B.; Schreder, J.; Topaloglou, C.

2002

Actinic flux determination from measurements of irradiance.

Kylling, A.; Webb, A.R.; Bais, A.F.; Blumthaler, M.; Schmitt, R.; Thiel, S.; Kazantzidis, A.; Kift, R.; Misslbeck, M.; Schallhart, B.; Schreder, J.; Topaloglou, C.; Kazadzis, S.; Rimmer, J.

2003

Activities of the Aerosol Clouds and Trace gases European Research Infrastructure (ACTRIS) Expert Group on Satellite Cal/Val

Balis, Dimitris; Kazadzis, Stelios; Amiridis, Vassilis; Apituley, Arnoud; Baars, Holger; Dandocsi, Alexandru; Putaud, Jean-Philippe; Höhler, Kristina; Liberti, Gianluigi; Marenco, Franco; Marinou, Eleni; Nicolae, Doina; Papagiannopoulos, Nikolaos; Pfitzenmaier, Lucas; Rodriguez-Gomez, Alejandro; Stebel, Kerstin; Sicard, Michael; Verhoelst, Tijl; Wandinger, Ulla; Wegener, Robert

2025

Activity segment 0. Overview of project deliverables and outcomes. NILU OR

Randall, S.; Sivertsen, B.; Vo, D.T.; Dauge, F.; Marsteen, L.; Sundseth, K.; Clemetsen, T.; Ødegård, R.; Uddin, N.

The report gives a complete overview of the reports and outcomes from the NORAD financed project performed on behalf of Department of Environment(CASE Bangladesh. The project was undertaken during the period 2009-2013 and provided training and tools for personnel at CASE/DoE in order to increase their capacity in managing local air pollution issues.

2015

Activity segment 4. BAPMAN project deliverable D4.2, D4.3 and D4.4. NILU OR

Sundseth, K.; Randall, S.; Sivertsen, B.; Khan, S.R.; Uddin, N.

The Bangladesh Air Pollution Management (BAPMAN) project is NORAD funded institutional-building program (2010-2013) where NILU lends the necessary Air Quality Management tools and associated training to the Clean Air and Sustainable Environment (CASE) program at the Bangladesh Department of Environment (DoE). This report (as Deliverable 4.2, 4.2 and 4.4 for Task 4 of the BAPMAN Project) presents a survey of possible health impacts from air pollution (PM10) in Dhaka city, as well as scenarios and strategies for mitigating these impacts.

2014

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