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<!DOCTYPE html>
<html lang="en">
<head>
<meta charset="UTF-8"><meta name="viewport" content="width=device-width, initial-scale=1.0">
<title>Dr. Sinchan Ghosh — Ecological Modeller / Quantitative Ecologist</title>
<meta name="description" content="Quantitative Ecologist and Post-doctoral Researcher at IIASA specializing in ecological modelling, machine learning SDMs, ODE systems, and conservation decision-support tools.">
<meta property="og:title" content="Dr. Sinchan Ghosh — Quantitative Ecologist">
<meta property="og:description" content="Ecological modeller at IIASA. Expert in ODEs, machine-learning SDMs, and interactive decision-support tools for conservation management.">
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<div class="nav__title">Ecological Modeller · IIASA</div>
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<!-- HERO -->
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<div class="container">
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<span class="badge badge--primary">Guest Researcher · IIASA · Jan 2026–present</span>
</div>
<h1 class="hero__name">Dr. Sinchan Ghosh</h1>
<p class="hero__role">Ecological Modeller / Quantitative Ecologist</p>
<p class="hero__bio">
Post-doctoral Researcher at the International Institute for Applied Systems Analysis (IIASA),
specialising in the translation of complex biological dynamics into actionable conservation
and management strategies. Expert in Ordinary Differential Equations, Machine Learning,
and Probability Theory to forecast ecosystem responses, model wildlife epidemiology,
and guide evidence-based policy.
</p>
<div class="hero__actions">
<a href="publications.html" class="btn btn--primary">
View Publications
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<a href="apps.html" class="btn btn--outline">Research Tools</a>
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Google Scholar
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LinkedIn
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GitHub
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Contact
</a>
</div>
</div>
<div>
<div class="hero__photo-wrap">
<img src="picture.jpg" alt="Dr. Sinchan Ghosh" width="240" height="240">
</div>
</div>
</div>
</div>
</header>
<!-- CURRENT POSITION -->
<section class="section" style="padding-top: clamp(2rem,4vw,3.5rem); padding-bottom: clamp(2rem,4vw,3.5rem);">
<div class="container">
<div class="stat-strip">
<div class="stat-item">
<div class="stat-value">11</div>
<div class="stat-label">Peer-reviewed publications</div>
</div>
<div class="stat-item">
<div class="stat-value">6</div>
<div class="stat-label">Ecological systems modelled</div>
</div>
<div class="stat-item">
<div class="stat-value">2</div>
<div class="stat-label">Interactive stakeholder tools</div>
</div>
<div class="stat-item">
<div class="stat-value">IIASA</div>
<div class="stat-label">Current institution · Laxenburg, Austria</div>
</div>
<div class="stat-item">
<div class="stat-value">2022</div>
<div class="stat-label">PhD, Visva-Bharati University</div>
</div>
</div>
</div>
</section>
<!-- CORE COMPETENCIES -->
<section class="section section--alt">
<div class="container">
<div class="eyebrow">Core Competencies</div>
<h2 class="section-title mb-2">Technical expertise & analytical domains</h2>
<p class="section-lead mb-8">ATS-aligned skill profile spanning computational modelling, ecological domains, and applied decision-support deployment.</p>
<div class="comp-grid">
<div class="comp-card">
<div class="comp-icon">
<svg width="20" height="20" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2"><polyline points="22 12 18 12 15 21 9 3 6 12 2 12"/></svg>
</div>
<div class="comp-title">Computational Modelling</div>
<div class="comp-items">
<div class="comp-item">Ordinary Differential Equations (ODE)</div>
<div class="comp-item">Machine Learning (hierarchical SDMs)</div>
<div class="comp-item">Probability Theory & Bayesian methods</div>
<div class="comp-item">Process-Based Modelling</div>
<div class="comp-item">Integrated Population Modelling</div>
<div class="comp-item">Capture–Recapture Analyses</div>
</div>
</div>
<div class="comp-card">
<div class="comp-icon">
<svg width="20" height="20" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2"><circle cx="12" cy="12" r="10"/><path d="M12 2a14.5 14.5 0 000 20A14.5 14.5 0 0012 2z"/><path d="M2 12h20"/></svg>
</div>
<div class="comp-title">Ecological Domains</div>
<div class="comp-items">
<div class="comp-item">Agro-Ecology</div>
<div class="comp-item">Wildlife Population Dynamics</div>
<div class="comp-item">Eco-epidemiology</div>
<div class="comp-item">Conservation Policy & Management</div>
<div class="comp-item">Predator–prey & food-web dynamics</div>
<div class="comp-item">Boreal & farmland habitat systems</div>
</div>
</div>
<div class="comp-card">
<div class="comp-icon">
<svg width="20" height="20" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2"><rect x="3" y="3" width="7" height="7"/><rect x="14" y="3" width="7" height="7"/><rect x="3" y="14" width="7" height="7"/><rect x="14" y="14" width="7" height="7"/></svg>
</div>
<div class="comp-title">Analytical Methodologies</div>
<div class="comp-items">
<div class="comp-item">Habitat Suitability & Corridor Modelling</div>
<div class="comp-item">Species Distribution Models (MaxEnt, GBM)</div>
<div class="comp-item">Reproductive Success Forecasting</div>
<div class="comp-item">Regime & Stability Analyses</div>
<div class="comp-item">Spatiotemporal Analyses (QGIS/ArcGIS)</div>
<div class="comp-item">Growth Metric & Bias Correction</div>
</div>
</div>
<div class="comp-card">
<div class="comp-icon">
<svg width="20" height="20" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2"><polyline points="16 18 22 12 16 6"/><polyline points="8 6 2 12 8 18"/></svg>
</div>
<div class="comp-title">Technical Deployment</div>
<div class="comp-items">
<div class="comp-item">Python · R · MATLAB · Stella</div>
<div class="comp-item">Interactive Web Dashboards (JavaScript)</div>
<div class="comp-item">QGIS · ArcGIS · Geospatial analysis</div>
<div class="comp-item">CMIP6 · ERA5 · GBIF · TRY databases</div>
<div class="comp-item">Conda-managed reproducible environments</div>
<div class="comp-item">LaTeX · Scientific communication</div>
</div>
</div>
</div>
</div>
</section>
<!-- RESEARCH & STAKEHOLDER TOOLS -->
<section class="section">
<div class="container">
<div class="eyebrow">Research & Stakeholder Tools</div>
<h2 class="section-title mb-6">Interactive applications</h2>
<div class="app-grid">
<a href="https://roedeerdist.webtechsystems.de/" class="app-card" target="_blank" rel="noopener">
<div class="app-card__visual" style="background: linear-gradient(135deg, #0d1a10, #1a2e1c);">
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</svg>
</div>
<div class="app-card__body">
<div class="tags mb-2">
<span class="tag">ML SDMs</span><span class="tag">ODE systems</span><span class="tag">CMIP6</span><span class="tag">Scandinavia</span>
</div>
<div class="app-card__name">Scandinavian Species Distribution Models</div>
<p class="app-card__desc">Habitat density heatmaps for moose, roe deer, and grey wolf under SSP climate scenarios (2025-2100). Built with machine-learning SDMs and predator-prey ODE systems.</p>
</div>
<div class="app-card__footer">
<span class="app-card__cta">Open Application <svg width="14" height="14" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2.5"><path d="M5 12h14M12 5l7 7-7 7"/></svg></span>
</div>
</a>
<a href="apps.html#forage" class="app-card">
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<rect x="22" y="40" width="20" height="4" rx="2" fill="#a8c45a" opacity="0.8"/>
<rect x="22" y="48" width="30" height="4" rx="2" fill="#a8c45a" opacity="0.5"/>
<rect x="22" y="56" width="14" height="4" rx="2" fill="#a8c45a" opacity="0.35"/>
</svg>
</div>
<div class="app-card__body">
<div class="tags mb-2">
<span class="tag">Bioenergetics</span><span class="tag">React</span><span class="tag">Meta-analysis</span><span class="tag">Open data</span>
</div>
<div class="app-card__name">Forage Energy Meta-Database</div>
<p class="app-card__desc">Metabolizable energy and Jacobs' D preference index for boreal ungulates. Built with React, Menke energy coefficients, and community contribution support.</p>
</div>
<div class="app-card__footer">
<span class="app-card__cta">Explore Database <svg width="14" height="14" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2.5"><path d="M5 12h14M12 5l7 7-7 7"/></svg></span>
</div>
</a>
</div>
<div style="margin-top: var(--space-6);"><a href="apps.html" class="btn btn--outline">All Research Tools <svg width="14" height="14" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2.5"><path d="M5 12h14M12 5l7 7-7 7"/></svg></a></div>
</div>
</section>
<!-- CURRENT POSITION / AFFILIATION -->
<section class="section">
<div class="container">
<div class="two-col">
<div>
<div class="eyebrow">Current Position</div>
<h2 class="section-title mb-6">Institutional affiliation</h2>
<div class="card mb-4" style="border-left: 3px solid var(--color-primary);">
<div style="font-size: var(--text-xs); text-transform: uppercase; letter-spacing: 0.08em; color: var(--color-text-faint); margin-bottom: 0.4rem;">Jan 2026 – present</div>
<div style="font-weight: 700; font-size: var(--text-base); margin-bottom: 0.2rem;">Guest Researcher</div>
<div style="font-size: var(--text-sm); color: var(--color-text-muted);">International Institute for Applied Systems Analysis (IIASA)</div>
<div style="font-size: var(--text-xs); color: var(--color-text-faint); margin-top: 0.3rem;">Biodiversity and Natural Resources Programme · Laxenburg, Austria</div>
</div>
<div class="card" style="border-left: 3px solid var(--color-border);">
<div style="font-size: var(--text-xs); text-transform: uppercase; letter-spacing: 0.08em; color: var(--color-text-faint); margin-bottom: 0.4rem;">Aug 2023 – Dec 2025</div>
<div style="font-weight: 700; font-size: var(--text-base); margin-bottom: 0.2rem;">Researcher (Post-doctoral)</div>
<div style="font-size: var(--text-sm); color: var(--color-text-muted);">IIASA, Agriculture, Forestry and Ecosystems Services Group</div>
<div style="font-size: var(--text-xs); color: var(--color-text-faint); margin-top: 0.3rem;">Biodiversity and Natural Resources Programme · Laxenburg, Austria</div>
</div>
</div>
<div>
<div class="eyebrow">Expertise Breadth</div>
<h2 class="section-title mb-6">Habitat systems</h2>
<div class="tags" style="margin-bottom: var(--space-6);">
<span class="tag tag--primary">Farmland</span>
<span class="tag tag--primary">Riparian</span>
<span class="tag tag--primary">Estuarine</span>
<span class="tag tag--primary">Grassland</span>
<span class="tag tag--primary">Boreal Forest</span>
</div>
<div class="eyebrow" style="margin-top: var(--space-6);">Public databases</div>
<div class="tags" style="margin-top: var(--space-3);">
<span class="tag">GBIF</span><span class="tag">eBird</span><span class="tag">iNaturalist</span>
<span class="tag">TRY</span><span class="tag">CMIP6</span><span class="tag">CRU</span>
<span class="tag">ERA5</span><span class="tag">EUR-11</span><span class="tag">LUCAS</span>
<span class="tag">India-WRIS</span><span class="tag">Bhuvan</span><span class="tag">InsectBase</span>
</div>
<div class="eyebrow" style="margin-top: var(--space-6);">Peer review & service</div>
<div style="font-size: var(--text-sm); color: var(--color-text-muted); margin-top: var(--space-3); line-height: 1.7;">
Reviewer: <em>Ecological Modelling · Ecological Indicators · Scientific Reports</em><br>
Editorial: <em>NDC E-BIOS</em> (2023–present) · <em>Bull. Calcutta Math. Soc.</em> (2022–23)<br>
Member: European Geoscience Union · ISBE · Calcutta Mathematical Society
</div>
</div>
</div>
</div>
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