DATA SCIENCE -- 2

₹1500-12500 INR

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₹1500-12500 INR

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Project Title: Regional Analysis (INDIA) of Radiative Cooling Performance in Varying Atmospheric Transparency Windows Project Description: We are seeking a skilled and proactive freelancer to conduct a comprehensive study on the performance of our radiative cooling paints in different regions across India, considering the variations in Atmospheric Transparency Windows (ATW) caused by varying water vapor content in the atmosphere. The objective is to analyze how the radiative cooling performance of our paints is influenced by these regional and seasonal variations. **Project Objectives:** 1. **Water Vapor Data Extraction:** Utilize satellite data, particularly from Landsat, and tools like Google Earth Engine to extract region-wise humidity and water vapor data, focusing on different seasons. The objective is to compile an extensive dataset for analysis. 2. **ATW Variation Analysis:** Utilize the extracted humidity and water vapor data to plot the variations in the Atmospheric Transparency Window (ATW) across different regions in India. Understand how ATW fluctuates based on water vapor content and its implications on radiative cooling performance. 3. **Atmospheric Transmittance Data:** Utilize MODTRAN or similar tools to calculate atmospheric transmittance data, leveraging the knowledge of local humidity levels obtained from satellite data. This will enable a detailed understanding of how transmittance affects radiative cooling potential. 4. **Performance Mapping:** Calculate the steady-state temperature of the radiative cooling film in different regions based on the transmittance data. Plot the performance of radiative cooling paints across various regions in India, correlating it with the ATW variations and seasonal changes. **Desired Skills and Qualifications:** - Proficiency in utilizing satellite data and tools like Google Earth Engine for extracting relevant environmental data. - Familiarity with MODTRAN or similar tools for atmospheric transmittance calculations. - Strong data analysis and visualization skills to effectively present the findings in a clear and insightful manner. - Background in environmental science, remote sensing, climate studies, or related fields would be highly beneficial. **Deliverables:** - Comprehensive dataset of region-wise humidity/water vapor data extracted from satellite imagery. - Detailed analysis and visual representation of ATW variations across different regions in India. - Calculations of atmospheric transmittance data based on humidity levels. - Performance mapping of radiative cooling paints in correlation with ATW variations. - ML model which shows performance forecast of the paint over multiple years and how to optimize it properly Google Earth Engine open-source code for LST (for water vapor data) [login to view URL] [login to view URL](associated paper for the above video)

Machine Learning (ML)

Project ID: 37283669

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8 frilansar lägger i genomsnitt anbud på ₹16 750 INR för detta uppdrag

@sajjadtaghvaeifr

Hi, I hope you are doing fine. I have almost 10 years of experience in machine learning algorithms. I can implement various types of artificial intelligence algorithms including yours with Matlab, Python and etc. I have PhD from Tohoku University and have several journal publications on the subjects. You can see portfolio for my previous projects. I read about your project and am interested in working with you. Please send me a message so that we can discuss more. Best regards.

₹75 000 INR Om 7 dagar

5,0

(37 omdömen)

6,7

@eldadshericks

Hi, I can help you identify trends, patterns, and relationships in your data starting immediately. I am a Data Analyst by practice, and by using SPSS/STATA/R/EXCEL/PYTHON/EVIEWS softwares, I can help you discover facts from your data pool. I run both quantitative and qualitative analysis professionally. I am proficient in data collection, cleaning, transformation, and formatting to ensure accuracy and consistency while handling missing data, outliers, and data quality issues. I apply appropriate statistical techniques while utilizing advanced regression models, clustering, classification, or other relevant techniques to make predictions and recommendations. I provide a detailed report summarizing the data analysis findings while presenting key insights, trends, and recommendations clearly and understandably. I also deliver visualizations, tables, and charts to support the analysis and enhance comprehension. Please get in touch so we can proceed with the project.

₹8 000 INR Om 3 dagar

4,8

(70 omdömen)

6,2

@mapsbox

Hello, I am very familiar with the requirements of your projects, and I can complete them quickly. Let's connect over chat to discuss this further. Thanks

₹7 000 INR Om 7 dagar

5,0

(7 omdömen)

3,7

@Dataversee

Hello there! My name is Habib, and I'm a Data Science specialist with a proven track record of success. We're a dynamic team with extensive experience in data analysis and visualization, machine learning, predictive insights, visualizations & decision support, data insights & analysis, and strategic digital marketing. I understand that you're seeking an experienced freelancer to conduct a comprehensive study on the performance of your radiative cooling paints in different regions across India. Specifically, you're interested in analyzing how the radiative cooling performance of your paints is influenced by regional and seasonal variations in atmospheric transparency windows (ATW). With my background in data science and statistical analysis, I am ideally suited to tackle this project. My thorough understanding of Python's capabilities enables me to utilize data effectively for actionable insights and predictive models that drive efficiency gains within the organization. Additionally, my proficiency in using advanced Excel techniques such as formulas and pivot tables enables me to effectively transform raw data into valuable trends that can be used for business intelligence purposes. Furthermore, my strong background in environmental science, remote sensing, climate studies, or related fields makes me an invaluable asset for this project.

₹7 000 INR Om 7 dagar

4,9

(5 omdömen)

2,6

@MLteam20233

hi sir I have read your project details completely and understand it completely. I know exactly what you want and what your goal is for this project.-<Regional Analysis (INDIA) of Radiative Cooling Performance in Varying Atmospheric Transparency Windows> . I am completely professional in my work. I did 100 projects very similar to yours I totally have your project requirements & Responsibilities: and project skills Proficiency in utilizing satellite data and tools like Google Earth Engine for extracting relevant environmental data. - Familiarity with MODTRAN or similar tools for atmospheric transmittance calculations. - Strong data analysis and visualization skills to effectively present the findings in a clear and insightful manner. - Background in environmental science, remote sensing, climate studies, or related fields would be highly beneficial. I am a PhD in machine learning and deep learning. Senior Data Analyst and Scientist. . 7 years of experience in <<data mining>>, data engineering, machine learning<<<, NLP >>>and artificial intelligence, computer vision I have worked on 100's of data science and machine learning projects. I have experience in Python, NumPy, Pandas, Sklearn, TensorFlow, Keras, pytorch, matplotlip, Open cv. I suggest you message me to get to know more and send project details and portfolio

₹8 000 INR Om 3 dagar

2,2

(6 omdömen)

4,7

@gowthamthenarasu

Hi I am working as a data scientist and I have a four years of experience in Deep learning machine, learning and deep learning and an LP and GPT model i am interested for this projects

₹10 000 INR Om 7 dagar

0,0

(0 omdömen)

0,0

@vinvic4fc

1% Top expert on Freelancer.com Dear Employer, Thank you for your post. I'm an Esri certified expert in GIS and remote sensing with specialization in Machine learning and multidimensional data analysis. I have developed multiple maps, applications and analysis from real world data using -ArcGIS (pro, online and desktop) -Qgis -Erdas imagine -Global Mapper -Surfer etc. programming languages: -Python -R -JavaScript the samples of my work at #thepowerofgis. hope to see you in the chat

₹12 000 INR Om 4 dagar

0,0

(0 omdömen)

0,0

@hafizahmedk92

Dear Hiring Manager, I am excited about the opportunity to conduct a comprehensive study on the performance of radiative cooling paints in India, considering variations in Atmospheric Transparency Windows (ATW) due to varying water vapor content. To achieve this, I propose a methodology that involves collecting regional atmospheric data, conducting controlled experiments, and analyzing the radiative cooling performance of the paints under different conditions. Collaboration with local meteorological agencies will ensure accurate data collection. By assessing ATW variations and conducting experiments, we will gain insights into how these paints perform in diverse atmospheric scenarios. The project will result in a detailed report with actionable recommendations for optimizing paint usage across India. I'm eager to discuss the project's specifics, including the budget and timeline, to ensure its successful execution. Your project aligns with my expertise in environmental science and data analysis, and I look forward to contributing to its success. Sincerely, Ahmed Ali

₹7 000 INR Om 7 dagar