プロフィール詳細

プロジェクトを作成

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Dr. Sana M.に依頼

Germany

GIS & Spatial Data Analyst | Environmental Data analyst supporting management decisions, mapping

プロフィール概要

I am an environmental scientist specializing data analysis, spatial data organization and mapping. I help clients transform complex datasets into clear, structured outputs such as maps, tables and visual summaries for research and consulting purposes.

専門分野

• ☆ Data Analysis
• ☆ Data Processing
• ☆ Data Visualization
• ☆ Data Cleaning
• ☆ Trend Analysis
• ☆ Earth & Atmospheric Science
• ☆ Geographic Information Systems (GIS)
• ☆ Geographic Information Systems
• ☆ Cartography
• ☆ Environmental Science
• ☆ Environmental Management & Protection

サービス

• Writing
• Research
• Consulting
• Data & AI

Writing Technical Writing

Research Gray Literature Search, Scientific and Technical Research, Secondary Data Collection

Consulting Scientific and Technical Consulting

Data & AI Data Visualization, Data Cleaning, Data Processing, Data Insights

職務経験

Environmental Data Analyst

IUS Team Ness

5月 2024 - 現在

Project Assistant (Researcher)

Taurus Eco Consulting

7月 2020 - 2月 2024

学歴

PhD Environmental Remote Sensing and Geoinformatics

Universität Trier - Germany

9月 2016 - 現在

Masters of Science

National University of Science and Technology

9月 2012 - 12月 2014

認定資格

• 認定資格の詳細は未入力です。

出版物

JOURNAL ARTICLE

Sana Munawar, Achim Röder, Stephen Syampungani, Thomas Udelhoven (2022). Place-Based Analysis of Satellite Time Series Shows Opposing Land Change Patterns in the Copperbelt Region of Zambia . Forests.

Aljahdali, M.O., Munawar, S., Khan, W.R.(2021). Monitoring mangrove forest degradation and regeneration: Landsat time series analysis of moisture and vegetation indices at Rabigh Lagoon, red sea . Forests. 12. (1). Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 1-19.

Mohammed Othman Aljahdali and Sana Munawar and Waseem Razzaq Khan(2021). Monitoring mangrove forest degradation and regeneration: landsat time series analysis of moisture and vegetation indices at Rabigh Lagoon, red sea. Forests. 12. Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 52. Multidisciplinary Digital Publishing Institute

Sana Munawar and Thomas Udelhoven(2020). Land change syndromes identification in temperate forests of Hindukush Himalaya Karakorum (HHK) mountain ranges. International Journal of Remote Sensing. 41. Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 7735-7756. Taylor & Francis

Munawar, S., Udelhoven, T.(2020). Land change syndromes identification in temperate forests of Hindukush Himalaya Karakorum (HHK) mountain ranges . International Journal of Remote Sensing. 41. (20). Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 7735-7756.

W R Khan and M F Khokhar and Munawar Sana and Yasmin Naila and Ali Panhwar Qurban and Nawaz Rajpar Muhammad(2015). Assessing the context of REDD+ in Muree Hill forest, Pakistan. Advances in Environmental Biology. 9. Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 15-20. American-Eurasian Network for Scientific Information

Sana Munawar and Muhammad Fahim Khokhar and Salman Atif(2015). Reducing emissions from deforestation and forest degradation implementation in northern Pakistan. International Biodeterioration & Biodegradation. 102. Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 316-323. Elsevier

Munawar, S., Khokhar, M.F., Atif, S.(2015). Reducing emissions from deforestation and forest degradation implementation in northern Pakistan . International Biodeterioration and Biodegradation. 102. Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 316-323.

Sana Munawar and Shazia Iram(2014). Chelating Impact Assessment of Biological and Chemical Chelates on Metal Extraction from Contaminated Soils. Journal of the Chemical Society of Pakistan. 36.

Munawar, S., Iram, S.(2014). Chelating impact assessment of biological and chemical chelates on metal extraction from contaminated soils . Journal of the Chemical Society of Pakistan. 36. (3). Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 548-555.