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[updated as of September, 2019]私は環境および災害研究所のリモートセンシングのポスドク研究員です2018年8月からの産業科学研究所。
私の特定の研究関心は、都市のリモートセンシングと大気汚染にあります。私の主な研究対象は、リモートセンシングされた大気汚染と土地利用データセットの使用です
開発途上国の社会経済的成長から生じる都市の大気質問題を研究する。私は、エンドツーエンドのリモートセンシングデータセットベースのフレームワークを構築し、エコヘルスへの影響に関するポリシーシナリオベースの研究を行っています。
東京大学（2018）からリモートセンシングの博士号を取得しました。 >竹内航博士で、インドの都市大気質に対する社会経済成長の影響を調査しました。 以前は、Bの Dr. Onkar Dikshit の下で、偏光SAR分類のための多重解像度セグメンテーションアルゴリズムの開発にも取り組んでいました。 .Tech.-M.Tech。で インド工科大学カンプール。 EXL Analytics（2013-2015）のデータサイエンティストとして、バークレイズクレジットカードのリスク予測モデルを構築しました。 これらの経験は、リモートセンシングデータ処理と時系列モデリングに向けた私の学習において重要でした。
Recent News
- (2019/09/19) Introduced air quality issues and brick kiln detection around New Delhi using Deep Learning at Institut Teknologi Bandung (ITB), Indonesia
- (2019/09/17) Workshop on "Cloud based satellite image processing: Introduction to GEE" at ICOIRS, Bandung, Indonesia
- (2019/08/28) Poster presented at "Symposium on Data Driven Future Society"
- (2019/08/28) Paper accepted in Atmosphere. "Impact of Urban Growth on Air Quality in Indian Cities Using Hierarchical Bayesian Approach". [Journal]
- (2019/07/16) Talk at NASA LCLUC for "Detecting Brick Kilns Around New Delhi Using PALSAR-2 Imagery With Deep Learning". [Slides]
- (2018/12/20) Released open source building height extraction Python code based on earlier publication DSM2DTM. [Github]
Projects
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Urban Air Quality monitoring, modelling |
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Mapping Urban Land-use |
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Vertical Urban Growth with open DSM |
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PM2.5 exposure mapping using low-cost sensors |
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Remote sensing agromet cal/val |
Main Publications
Journal Articles
- Prakhar Misra, Ryoichi Imasu and Wataru Takeuchi，
Impact of Urban Growth on Air Quality in Indian Cities Using Hierarchical Bayesian Approach，
Atmoshpere 2019, 10(9) [Paper]
- HVT Minh, Ram Avtar, Geetha Mohan Prakhar Misra and Masaaki Kurasaki，
Monitoring and Mapping of Rice Cropping Pattern in Flooding Area in the Vietnamese Mekong Delta Using Sentinel-1A Data: A Case of An Giang Province，
ISPRS International Journal of Geo-Information 2019, 8(5) [Paper]
- Prakhar Misra, Ram Avtar and Wataru Takeuchi，
Comparison of Digital Building Height Models Extracted from AW3D, TanDEM-X, ASTER, and SRTM Digital Surface Models over Yangon City，
Remote Sensing 2018, 10(12) [Paper][Github]
- Prakhar Misra, Aya Fujikawa and Wataru Takeuchi，
Novel Decomposition Scheme for Characterizing Urban Air Quality with MODIS，
Remote Sensing 2017, 9(8) [Paper]
- Prakhar Misra and Wataru Takeuchi，
Air Quality Analysis Using Nighttime Light for Indian Urban Regions，
Malaysian Journal of Remote Sensing 2017, 9(8) [Paper]
Conference Papers
- Prakhar Misra, Wataru Takeuchi and Ryoichi Imasu
Brick Kiln Detection In North India With Sentinel Imagery Using Deep Learning Of Small Datasets，
The 40th Asian Conference on Remote Sensing (ACRS), 2019 - Sovisoth E, Thakur VB, Nagai K Prakhar Misra and Wataru Takeuchi
Estimation of the bridge construction year in Cambodia by the analysis of LANDSAT satellite data，
3rd ACF Symposium, Sapporo, Japan, 2019 - Ardhi Arbain, Ryoichi Imasu, Prakhar Misra and Wataru Takeuchi
Estimating PM2.5 Emission from Brick Kiln Industry over Northern India with Numerical Model and Remote Sensing Observation ，
EGU General Assembly, Vienna, Austria, 2019 - Prakhar Misra and Wataru Takeuchi
Use of Google Trends for Assessing Sensitivity of Population to Urban Air Pollution ，
26th International Symposium on Remote Sensing, Taipei, Taiwan, 2019 - Prakhar Misra and Wataru Takeuchi
A Novel Technique For Estimating Expansion Of Residential, Commercial and Industrial Regions In Indian Megacities. ，
17th International Symposium on Urban Safety Of Mega Cities In Asia, Hyderabad, India, 2018. - Prakhar Misra, Ryoichi Imasu and Wataru Takeuchi
Land-use Change Impacts on Urban Air Quality in India using Hierarchical Bayesian Approach. ，
39th Asian Conference of Remote Sensing, Kuala Lumpur, Malaysia, 2018. - Prakhar Misra and Wataru Takeuchi
Digital Surface Model (DSM) datasets for built-height estimation over Indian cities. ，
24th International Symposium on Remote Sensing, Nagoya, Japan, 2017. - Prakhar Misra and Wataru Takeuchi
Comparison of ASTER and AW3D derived Digital Surface Model datasets for built structure height estimation over Yangon city, Myanmar. ，
25th Institute of Industrial Science Forum Proceedings, Tokyo, Japan, 2017. - Prakhar Misra and Wataru Takeuchi
Assessing Impact of Economic Activities on Urban Air Quality in India by Nightlight and Atmospheric Measurement Datasets.，
37th Asian Conference of Remote Sensing, Colombo, Sri Lanka, 2016. - Prakhar Misra and Wataru Takeuchi
Air Quality Analysis Using Nighttime Light for Indian Urban Regions. ，
8th IGRSM International Conference and Exhibition on Geospatial and Remote Sensing, Kuala Lumpur, Malaysia, 2016. - Prakhar Misra and Wataru Takeuchi
Analysis Of Air Quality In Indian Cities Using Remote Sensing And Economic Growth Parameters. ，
36th Asian Conference on Remote Sensing, Manila, Philippines, 2015.
HONORS AND AWARDS
- ACRS 2018 Best Paper Award Finalist
- IIS Forum 2018 Best Poster Award
Grants
- Tateishi Science and Technology Foundation International Travel Grant, 2019
- IIS Travel Grant for International Conference Research, 2019
Services
- Reviewer of Remote Sensing, Sustainability