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GIS & RS Solutions, Islamabad (2026)

16/04/2026

𝐓𝐢𝐭𝐥𝐞 :𝐀𝐮𝐭𝐨𝐦𝐚𝐭𝐞𝐝 𝐄𝐧𝐬𝐞𝐦𝐛𝐥𝐞 𝐑𝐚𝐢𝐧𝐟𝐚𝐥𝐥 𝐅𝐨𝐫𝐞𝐜𝐚𝐬𝐭 𝐌𝐚𝐩𝐩𝐢𝐧𝐠 𝐔𝐬𝐢𝐧𝐠 𝐏𝐲𝐭𝐡𝐨𝐧 𝐚𝐧𝐝 𝐂𝐥𝐢𝐦𝐚𝐭𝐞 𝐌𝐨𝐝𝐞𝐥𝐬

I'm excited to share the results of my recent project focused on visualizing probabilistic rainfall forecasts across Pakistan using outputs from eight leading global climate models:
CMCC, NCEP, JMA, ECCC, DWD, ECMWF, UKMO, and Meteo-France.

Using Python, I developed a script that automates the process of reading NetCDF datasets, calculating exceedance probabilities for 7-day cumulative rainfall, and generating ensemble probability maps for two key months:
✅ July
✅ August
Both critical for monsoon-driven planning and agricultural decision-making in Pakistan.

𝐊𝐞𝐲 𝐅𝐞𝐚𝐭𝐮𝐫𝐞𝐬 𝐨𝐟 𝐭𝐡𝐞 𝐏𝐫𝐨𝐣𝐞𝐜𝐭:

✅ Forecast Automation – Python-based workflow automating climate forecast processing
✅ Multi-Model Ensemble – Combines outputs from 8 models to enhance reliability
✅ Threshold Categories:
• 2–30 mm
• 30–100 mm
• 100–200 mm
• >200 mm
✅ Probability Calculation – Binary exceedance masks aggregated for ensemble probability
✅ Cartographic Visualization – Visualized using Cartopy & Matplotlib with district shapefile overlays, including Kashmir

These maps provide a valuable probabilistic insight into expected rainfall, supporting:
✅ Disaster risk reduction
✅ Agricultural planning
✅ Water resource management

This project reflects my dedication to applying climate analytics, geospatial programming, and data science to real-world environmental challenges.

🌍🔮 Services: Digitizing, Geo-referencing, Cadastral mapping, Watershed analysis, FTTH planning, LULC, LST, NDSI, NDVI, NDWI with GEE & ArcMap, Evapotranspiration, Climate analysis, Urban planning, Flood & Hazard analysis, Web application development, Geocoding, Data extraction, online GIS/RS courses, and many more.

𝙒𝙚 𝙊𝙛𝙛𝙚𝙧 𝙊𝙣𝙡𝙞𝙣𝙚 𝘾𝙤𝙪𝙧𝙨𝙚𝙨
Basic Remote Sensing & GIS Course:
1- M𝙤𝙣𝙩𝙝 introductory program.

Complete Remote Sensing & GIS Course:
Comprehensive 10-week (2.5 months) training designed to give you in-depth knowledge and hands-on experience.

Research Services:
Topic Selection, Research Proposal, Development, Remote Sensing & GIS Analysis,
Thesis Write-up, Paper Write-up , Paper Publication in local and global journals

📧 Email: [email protected]
📱 WhatsApp: 0318 6858308

13/04/2026

🌍 Advanced Global Weather Intelligence: A Multi-Model Analysis
Are you looking for precision in weather forecasting? Using GrADS (Grid Analysis and Display System), I have developed a comprehensive visualization project featuring the NCEP Weekly Forecast alongside seven other world-leading meteorological models.
The Power of Eight Global Models
My analysis doesn't rely on just one source. I have integrated data from the most prestigious forecasting centers across the globe to provide a 360-degree view of atmospheric trends:
NCEP (USA)
ECMWF (Europe)
UK Met Office (United Kingdom)
Meteo France (France)
DWD (Germany)
ECCC (Canada)
JMA (Japan)
CMCC (Italy)
What This Data Reveals
These maps provide high-resolution spatiotemporal insights into precipitation patterns, temperature anomalies, and atmospheric pressure. By comparing multiple models, we can achieve:
Higher Accuracy: Cross-verifying forecasts to reduce uncertainty.
Strategic Planning: Critical for agriculture, water resource management, and disaster preparedness.
Scientific Visualization: Professional-grade GrADS mapping for clear data interpretation.
Technical Snapshot:
Software: GrADS
Forecast Date: 2024-09-04
Scope: Global & Regional Weekly Forecasts

🌍🔮 Services: Digitizing, Geo-referencing, Cadastral mapping, Watershed analysis, FTTH planning, LULC, LST, NDSI, NDVI, NDWI with GEE & ArcMap, Evapotranspiration, Climate analysis, Urban planning, Flood & Hazard analysis, Web application development, Geocoding, Data extraction, online GIS/RS courses, and many more.

𝙒𝙚 𝙊𝙛𝙛𝙚𝙧 𝙊𝙣𝙡𝙞𝙣𝙚 𝘾𝙤𝙪𝙧𝙨𝙚𝙨
Basic Remote Sensing & GIS Course:
1- M𝙤𝙣𝙩𝙝 introductory program.

Complete Remote Sensing & GIS Course:
Comprehensive 10-week (2.5 months) training designed to give you in-depth knowledge and hands-on experience.

Research Services:
Topic Selection, Research Proposal, Development, Remote Sensing & GIS Analysis,
Thesis Write-up, Paper Write-up , Paper Publication in local and global journals

📧 Email: [email protected]
📱 WhatsApp: 0318 6858308 GeologicalMappingCompany

24/08/2025

"🗺️ "Unveiling the transformation: Excited to share our latest work on Mapping flood resilience: a comprehensive geospatial insight into regional vulnerabilities

🌍🔮Presentation and range of the variables used for flood hazard assessment. The figure includes different environmental and topographic factors: (A) Precipitation, (B) Streams, (C) Slope, (D) Elevation, (E) Soil, (F) Land surface temperature (LST), (G) Normalized difference vegetation index (NDVI), and (H) Land use land cover (LULC).

🌍🔮 Services: Digitizing, Geo-referencing, Cadastral mapping, Watershed analysis, FTTH planning, LULC, LST, NDSI, NDVI, NDWI with GEE & ArcMap, Evapotranspiration, Climate analysis, Urban planning, Flood & Hazard analysis, Web application development, Geocoding, Data extraction, online GIS/RS courses, and many more.

𝙒𝙚 𝙊𝙛𝙛𝙚𝙧 𝙊𝙣𝙡𝙞𝙣𝙚 𝘾𝙤𝙪𝙧𝙨𝙚𝙨
Basic Remote Sensing & GIS Course:
1- M𝙤𝙣𝙩𝙝 introductory program.

Complete Remote Sensing & GIS Course:
Comprehensive 10-week (2.5 months) training designed to give you in-depth knowledge and hands-on experience.

Research Services:
Topic Selection, Research Proposal, Development, Remote Sensing & GIS Analysis,
Thesis Write-up, Paper Write-up , Paper Publication in local and global journals

📧 Email: [email protected]
📱 WhatsApp: 0318 6858308

29/07/2025

🚀 Welcome to GIS & RS Solutions – Your Trusted Partner in Geospatial Innovation for Over 8 Years! 🌍

🚀Flood vulnerable factors: a sub-district-wise population density, b average annual crop production, and c road–river intersection point density map of the study area🔥

🌍 Track Record: 69 successful projects delivered.
✅ Tech Savvy: Proficient in ArcMap, QGIS, ArcGIS Pro, ERDAS Imagine, Google earth engine, Snap, ENVI, Python.

🌐 With 8 years of hands-on experience, GIS & RS Solutions proudly delivers expert-level GIS and Remote Sensing services worldwide. We specialize in Digitizing, Geo-referencing, Cadastral Mapping, Watershed Analysis, FTTH Planning, LULC, LST, NDSI, NDVI, NDWI (via GEE & ArcMap), Evapotranspiration, Climate & Urban Analysis, Flood & Hazard Assessment, Web GIS Applications, Geocoding, and Data Extraction.

🎓 We also offer certified training programs including a 1-month Basic GIS Course and a comprehensive 2-month Professional GIS Course, tailored for students, researchers, and professionals.

📚 Our research support services cover Topic Selection, Proposal Development, Remote Sensing & GIS Analysis, Thesis Write-up, Research Paper Writing, and Publication in both local and international journals.

🌐 Collaborating globally, we’ve worked with researchers and institutions across the world—delivering high-impact results in the geospatial domain.

📧 Email: [email protected]
📱 WhatsApp: 0318 6858308

🔖

28/07/2025

🚀 Welcome to GIS & RS Solutions – Your Trusted Partner in Geospatial Innovation for Over 8 Years! 🌍
🌍 We work on topic Flood risk mapping for the lower Narmada basin in India: a machine learning and IoT-based framework

🚀Results showing The developed flood risk map of the study area by multiplying the flood hazard and vulnerability map. The lower urban area of the basin is prone to high flood risk, while the upper mountainous area is prone to low or no flood risk🔥

🌐 With 8 years of hands-on experience, GIS & RS Solutions proudly delivers expert-level GIS and Remote Sensing services worldwide. We specialize in Digitizing, Geo-referencing, Cadastral Mapping, Watershed Analysis, FTTH Planning, LULC, LST, NDSI, NDVI, NDWI (via GEE & ArcMap), Evapotranspiration, Climate & Urban Analysis, Flood & Hazard Assessment, Web GIS Applications, Geocoding, and Data Extraction.

🎓 We also offer certified training programs including a 1-month Basic GIS Course and a comprehensive 2-month Professional GIS Course, tailored for students, researchers, and professionals.

📚 Our research support services cover Topic Selection, Proposal Development, Remote Sensing & GIS Analysis, Thesis Write-up, Research Paper Writing, and Publication in both local and international journals.

🌐 Collaborating globally, we’ve worked with researchers and institutions across the world—delivering high-impact results in the geospatial domain.

📧 Email: [email protected]
📱 WhatsApp: 0318 6858308

🔖

25/07/2025

"🗺️ "Unveiling the transformation: Excited to share our latest work on Economic and environmental impact assessment of sustainable future irrigation practices in the Indus Basin of Pakistan.

🌍🔮Irrigation water consumption (a, b) and irrigation cost (c, d) from 2002 to 2018.

🌍🔮 Services: Digitizing, Geo-referencing, Cadastral mapping, Watershed analysis, FTTH planning, LULC, LST, NDSI, NDVI, NDWI with GEE & ArcMap, Evapotranspiration, Climate analysis, Urban planning, Flood & Hazard analysis, Web application development, Geocoding, Data extraction, online GIS/RS courses, and many more.

𝙒𝙚 𝙊𝙛𝙛𝙚𝙧 𝙊𝙣𝙡𝙞𝙣𝙚 𝘾𝙤𝙪𝙧𝙨𝙚𝙨
Basic Remote Sensing & GIS Course:
1- M𝙤𝙣𝙩𝙝 introductory program.

Complete Remote Sensing & GIS Course:
Comprehensive 10-week (2.5 months) training designed to give you in-depth knowledge and hands-on experience.

Research Services:
Topic Selection, Research Proposal, Development, Remote Sensing & GIS Analysis,
Thesis Write-up, Paper Write-up , Paper Publication in local and global journals

📧 Email: [email protected]
📱 WhatsApp: 0318 6858308

15/07/2025

"🗺️ "Unveiling the transformation: Conditions for flash flooding were mapped on maps: (A) Elevation, (B) slope, (C) soil resistivity, (D) rainfall, (E) drainage density, (F) distance from the River, (G) geology infiltration and (H) LULC.
🌍🔮 Services: Digitizing, Geo-referencing, Cadastral mapping, Watershed analysis, FTTH planning, LULC, LST, NDSI, NDVI, NDWI with GEE & ArcMap, Evapotranspiration, Climate analysis, Urban planning, Flood & Hazard analysis, Web application development, Geocoding, Data extraction, online GIS/RS courses, and many more.

𝙒𝙚 𝙊𝙛𝙛𝙚𝙧 𝙊𝙣𝙡𝙞𝙣𝙚 𝘾𝙤𝙪𝙧𝙨𝙚𝙨
Basic Remote Sensing & GIS Course:
1- M𝙤𝙣𝙩𝙝 introductory program.

Complete Remote Sensing & GIS Course:
Comprehensive 10-week (2.5 months) training designed to give you in-depth knowledge and hands-on experience.

Research Services:
Topic Selection, Research Proposal, Development, Remote Sensing & GIS Analysis,
Thesis Write-up, Paper Write-up , Paper Publication in local and global journals

📧 Email: [email protected]
📱 WhatsApp: 0318 6858308

03/07/2025

"🗺️ "Unveiling the transformation: A visual Impactful factors for flood susceptibility mapping (a–k) representing TWI, elevation, slope, precipitation, rainfall, distance to rivers and roads, soil type, drainage density, LULC, and NDVI capturing the dynamic shifts in Punjab, Pakistan.🗺️
🌍🔮 Services: Digitizing, Geo-referencing, Cadastral mapping, Watershed analysis, FTTH planning, LULC, LST, NDSI, NDVI, NDWI with GEE & ArcMap, Evapotranspiration, Climate analysis, Urban planning, Flood & Hazard analysis, Web application development, Geocoding, Data extraction, online GIS/RS courses, and many more.

𝙒𝙚 𝙊𝙛𝙛𝙚𝙧 𝙊𝙣𝙡𝙞𝙣𝙚 𝘾𝙤𝙪𝙧𝙨𝙚𝙨
Basic Remote Sensing & GIS Course:
1- M𝙤𝙣𝙩𝙝 introductory program.

Complete Remote Sensing & GIS Course:
Comprehensive 10-week (2.5 months) training designed to give you in-depth knowledge and hands-on experience.

Research Services:
Topic Selection, Research Proposal, Development, Remote Sensing & GIS Analysis,
Thesis Write-up, Paper Write-up , Paper Publication in local and global journals

📧 Email: [email protected]
📱 WhatsApp: 0318 6858308

22/06/2025

🛰️🌾 Mapping Punjab’s Wheat Distribution – Precision Agriculture at Work!

Excited to share our latest spatial analysis: “Percent Wheat Per Pixel in Punjab for the Rabi Season 2012/2013” – derived from a MODIS time series at 250m resolution, approximately six weeks before harvest (February 26). This high-resolution map highlights wheat coverage across Punjab, supporting early yield estimates and smarter agricultural planning. The overlaying grid provides precise latitude and longitude reference for researchers and planners.

🌍🗺️ Whether it's agricultural monitoring, urban development, or climate analysis — our GIS & Remote Sensing services are designed to deliver impactful insights.

💼 Our Services Include:
• Digitizing, Geo-referencing, & Cadastral Mapping
• LULC, NDVI, NDWI, LST, NDSI, SPI, PDSI Analysis
• Watershed Analysis & Slope Modeling
• FTTH Network Planning
• Urban Growth & Hazard Mapping
• Evapotranspiration & Climate Trend Monitoring
• Web GIS Development & Interactive Dashboards
• Data Extraction, Geocoding, and more!

🎓 We Offer Online GIS & RS Courses:
📌 Basic Remote Sensing & GIS – 1-month foundation
📌 Complete GIS & RS Course – 10-week hands-on training
📌 Research Support – Topic selection, proposal writing, spatial analysis, thesis/paper guidance, and publication assistance

📧 [email protected]
📱 WhatsApp: +92 318 6858308

14/06/2025

"🗺️ "Unveiling the transformation: Excited to share my latest work on flood risk mapping in Quetta, Pakistan. This map uses Geospatial analysis and AHP to identify high-risk areas and inform disaster management strategies.

🌍🔮 Services: Digitizing, Geo-referencing, Cadastral mapping, Watershed analysis, FTTH planning, LULC, LST, NDSI, NDVI, NDWI with GEE & ArcMap, Evapotranspiration, Climate analysis, Urban planning, Flood & Hazard analysis, Web application development, Geocoding, Data extraction, online GIS/RS courses, and many more.

𝙒𝙚 𝙊𝙛𝙛𝙚𝙧 𝙊𝙣𝙡𝙞𝙣𝙚 𝘾𝙤𝙪𝙧𝙨𝙚𝙨
Basic Remote Sensing & GIS Course:
1- M𝙤𝙣𝙩𝙝 introductory program.

Complete Remote Sensing & GIS Course:
Comprehensive 10-week (2.5 months) training designed to give you in-depth knowledge and hands-on experience.

Research Services:
Topic Selection, Research Proposal, Development, Remote Sensing & GIS Analysis,
Thesis Write-up, Paper Write-up , Paper Publication in local and global journals

📧 Email: [email protected]
📱 WhatsApp: 0318 6858308

GIS & RS Solutions

16/04/2026

13/04/2026

24/08/2025

29/07/2025

28/07/2025

25/07/2025

15/07/2025

03/07/2025

22/06/2025

14/06/2025

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