GIS-Based InVEST Carbon Modeling in India

@MrBimbola

Hello there! I'm Bimbola, a highly skilled GIS Specialist and Environmental Analyst with a robust 9+ years experience. I'm genuinely excited about your project, in which you need an expert in Geographic Information System (GIS) and environmental modelling to apply the InVEST Carbon Storage and Sequestration Model for wetland and sacred forest ecosystems in India. Your project is no doubt very important, as it aims at estimating and comparing the carbon storage potential across two contrasting ecosystems through GIS-based modeling. You can count on me to deliver beyond your expectations! I have successfully executed similar projects like forest loss analysis in the Kainji Lake Reserve using Google Earth Engine, flood risk mapping, and even building custom GIS web apps such as real-time geospatial dashboards. These rich experiences have made me proficient with important tools including ArcGIS, QGIS, Google Earth Engine, ENVI, ERDAS Imagine, just to mention a few. By choosing me for the role, you're assured of working with a certified expert who holds a BSc & MSc in Geography & Environmental Management, accompanied by certifications from UC Davis, DHIS2, TuDelft, and WageningenX. I offer not only expertise but also a multi-skilled approach tying together my knowledge of GIS and Remote Sensing with Web Development and Software Solutions including full-stack development and database management which may prove beneficial for your project. Let's build a greener world together!

@GISspecialist23

I am a GIS and remote sensing analyst. I have done work on carbon sequestration before and I am certain that I will do a good work for you

@shahabg1

Hi, I’m available now and ready to start on your InVEST Carbon Modeling project. I have 6+ years of GIS experience in LULC processing, spatial analysis, and environmental modeling. I can handle the full workflow data preparation, running the InVEST model, and delivering maps, analysis, and a concise report. Let me show you my portfolio please check my profile and reply. Best Shahab

@henrye37

I am a certified GIS and Remote Sensing professional with experience in environmental modeling and spatial analysis. I am confident in applying the InVEST Carbon Storage and Sequestration Model for Sultanpur National Park (wetland) and Mangar Bani (forest) ecosystems. My approach includes: Preprocessing and preparing LULC raster datasets, aligning projections, and clipping to study areas Assigning carbon pool values for aboveground biomass, belowground biomass, soil carbon, and dead organic matter Running the InVEST model to generate carbon storage and sequestration maps Producing analytical reports with methodology, assumptions, comparative insights, and summary tables I deliver accurate GIS outputs (GeoTIFF, shapefiles), processed datasets, and clear, professional reports. I am detail-oriented, reliable, and ready to start immediately. I am happy to work on milestones or hourly basis to ensure high-quality results.

@muminamiya52

Dear Client, I am a GIS specialist, researcher, and geologist, and I would be glad to assist in applying the InVEST Carbon Storage and Sequestration Model for Sultanpur National Park (wetland) and Mangar Bani (sacred forest). Why I am a good fit * Experience in GIS-based environmental modeling and remote sensing * Strong understanding of LULC classification and carbon pool estimation * Background in geology ensuring scientific and analytical rigor Approach: 1. Data Preparation * Acquire LULC datasets (Sentinel/Landsat or existing sources) * Preprocess spatial data (projection, clipping, resolution alignment) * Assign carbon pools (AGB, BGB, SOC, dead matter) using IPCC/literature 2. Model Implementation * Run InVEST for baseline carbon storage * Perform multi-temporal analysis for sequestration (if data available) 3. Output Generation * Carbon storage and sequestration maps (GeoTIFF) * Class-wise carbon stock tables * Comparative ecosystem analysis 4. Reporting * Methodology, assumptions, results, and key insights Deliverables: GIS outputs, processed datasets, model files, and final report I ensure accuracy, reproducibility, and clear interpretation. Best regards, Mumina Miya

@bhaskarGIS

Namaste! I am a Geospatial Specialist with hands-on experience in high-precision LULC classification and biomass estimation. I have recently completed a temporal forest-loss analysis using GEE and LiDAR-based vegetation height modeling, making me a perfect fit for the InVEST Carbon Sequestration Model. My Approach for Sultanpur & Mangar Bani: Data Prep: I will utilize Sentinel-2 imagery for high-res LULC mapping. Carbon Pools: I will apply localized carbon pool values (Aboveground, Soil, etc.) as per Indian ecosystem standards. Output: Deliver seamless GeoTIFF maps and a detailed analytical report. I can start immediately and deliver precise results within 7 days. Check my portfolio for LiDAR and Geo-AI projects.

@jp8a

I will implement the InVEST Carbon Model using a robust GIS workflow focused on data reliability and methodological rigor. Instead of unnecessary reclassification from scratch, I will use validated LULC datasets and ensure spatial consistency (projection, resolution, extent) to avoid analytical bias. Carbon pool values will be assigned based on IPCC and peer-reviewed sources, ensuring defensible results. Beyond map generation, I will deliver a clear comparative analysis between wetland and forest ecosystems, highlighting where carbon is stored and the implications for ecosystem management.

@gogula6

I will process the provided PlanetScope 3m imagery using atmospheric correction (Surface Reflectance) and perform a high-resolution LULC classification. Given the 3m resolution, I can precisely delineate the 'Sacred Grove' boundaries of Mangar Bani and the seasonal marsh variations in Sultanpur. I will then resample the biophysical table to match this 3m grid for the InVEST Carbon model, ensuring the most granular carbon stock estimation possible for these sites.

@amanullahadeel

I am an environmental researcher with strong expertise in GIS, remote sensing, and ecosystem modeling, and I am well-suited to carry out this project with high scientific rigor. I have hands-on experience in applying the InVEST Carbon Storage and Sequestration Model, including its use in my own research work, which has been accepted for publication in *Frontiers in Climate*. This experience ensures that I understand both the technical workflow and the academic standards required for high-quality outputs. For this project, I will carefully preprocess LULC datasets, ensure proper spatial alignment (projection, resolution, clipping), and assign scientifically validated carbon pool values for each land cover class. I will then implement the InVEST model to generate accurate carbon storage and, if applicable, sequestration maps for Sultanpur National Park and Mangar Bani. In addition to producing GIS outputs (GeoTIFFs, shapefiles), I will provide a clear comparative analysis between wetland and forest ecosystems, supported by summary tables and visual maps. The final report will include a well-structured methodology, assumptions, and key insights, suitable for academic or policy-level use. Given my background in environmental modeling, carbon assessment, and publication experience, I can ensure reliable, reproducible, and high-quality results for your project.

@DiaaM123

As a specialist in geospatial modeling with a deep focus on environmental valuation, I offer the precise technical expertise required to translate the complex ecological dynamics of Sultanpur and Mangar Bani into actionable spatial data. My proficiency in the InVEST suite, combined with a rigorous approach to LULC preprocessing and carbon pool parameterization, ensures that the resulting storage and sequestration models are not just mathematically accurate, but ecologically defensible. Beyond the software, I bring a nuanced understanding of India’s contrasting ecosystems—from the hydric soil carbon of Ramsar-designated wetlands to the biomass density of Aravalli forest patches—allowing me to provide high-fidelity mapping and comparative insights that bridge the gap between raw GIS outputs and professional environmental reporting. I am available to begin immediately and am happy to integrate your preferred LULC sources or local soil carbon data to ensure the highest degree of site specific accuracy for this analysis.