GeoBiolytics Get a quote

Data · Maps · Omics

Research data, analysed and mapped to publication standard.

GeoBiolytics helps researchers, students and organisations turn field data, experiments and satellite imagery into sound statistics, clear maps and figures that journals and examiners accept.

Founded by Muhammad Hammad, an experienced young plant ecologist specialising in plant stress ecology, with publications in Q1 journals including Scientific Reports, Frontiers in Plant Science and PLOS ONE.

Three NDVI maps of the Thal Desert for 2013, 2019 and 2025, coloured from red (bare) to green (dense vegetation)
Fig. 1 · NDVI, Thal Desert, Punjab · 2013 / 2019 / 2025 00.6
Built with
  • R & RStudio
  • QGIS
  • Google Earth Engine
  • VOSviewer
  • Python · GeoPandas

Services

One team for your statistics, maps and vegetation analysis

Every project is scoped with you first, then delivered with the figures, tables and scripts you need for your thesis, paper or report.

Data analytics

Statistical analysis of experimental and survey data, reported the way reviewers expect.

  • ANOVA, mean comparisons and post-hoc letters
  • Correlation, regression and dose-response analysis
  • PCA, clustering, heatmaps and trait networks
  • Publication-ready figures and results tables

R · ggplot2 · ANOVA · PCA

GIS analytics & mapping

Maps and spatial analysis for study areas, land use and infrastructure.

  • Study area and location maps
  • Land use / land cover classification and change detection
  • Thematic, elevation and administrative maps
  • Spatial statistics and GIS inventories

QGIS · shapefile · GeoTIFF

Vegetation & remote sensing

Satellite-based vegetation analysis, from single-date indices to long time series.

  • NDVI, EVI, SAVI and other vegetation indices
  • Time-series trends with Sen's slope and Mann–Kendall tests
  • Greening, degradation and desertification assessment
  • Google Earth Engine scripts you can rerun

GEE · Landsat · Sentinel-2

Research services

Guidance through the research process, from design to reviewer responses.

  • Research design and methodology advice
  • Bibliometric analysis for review articles
  • Manuscript editing, figures and reviewer-response support
  • One-to-one training in R, QGIS and GEE

VOSviewer · Scopus · Web of Science

Coming soon

Bioinformatics & omics. Transcriptomics, metabolomics and sequence data analysis are being added to GeoBiolytics.


Selected work

Figures from real research projects

Maps and plots produced for published and ongoing studies. Select any figure to view it full size.

How it works

From your data to final files in four steps

  1. Share your project

    Send a short description, a sample of your data or study area, and your deadline on WhatsApp or email.

  2. Get a scope and quote

    We confirm the analyses or maps you need and agree a fixed price and delivery date before work starts.

  3. Review the drafts

    You receive draft figures and results with plain-language explanations, and ask questions or request changes.

  4. Receive final files

    Final high-resolution figures, tables and scripts are delivered, ready for your thesis, paper or report.

What you receive

  • TIFF·PNGFigures at 300–600 dpi
  • .R·.jsReproducible R and GEE scripts
  • .xlsxResults and statistics tables
  • .shp·.tifMap layers and rasters
  • .docxMethod and results notes
  • 1:1A walk-through call on request
Portrait of Muhammad Hammad, plant ecologist and founder of GeoBiolytics
Muhammad Hammad · Founder

About

Analysis by a researcher who publishes

GeoBiolytics is led by Muhammad Hammad, an experienced young plant ecologist specialising in plant stress ecology: how environmental stresses affect plants and crops, and how vegetation changes across landscapes, studied with GIS and remote sensing.

His research ranges from controlled experiments on environmental stress in crops, such as chromium toxicity in wheat and chickpea, to satellite-based vegetation analysis, such as long-term NDVI dynamics across the Thal Desert. His work is published in Q1 journals including Scientific Reports, Frontiers in Plant Science and PLOS ONE. The figures on this page come from that work. Clients get the same standard: methods that hold up in peer review, and results explained so you can defend them yourself.

  • PublicationsQ1 journals including Scientific Reports, Frontiers in Plant Science and PLOS ONE
  • SpecialisationPlant stress ecology: environmental stress impacts on plants and crops
  • Research areasVegetation analysis with GIS and remote sensing, NDVI dynamics, land use change
  • Daily toolsR and RStudio, QGIS, Google Earth Engine, VOSviewer

Our research integrity commitment. We analyse, map, edit and teach. We do not write theses or papers for submission under someone else's name, and every client keeps full ownership of their data and results.

Questions

Frequently asked questions

How is a project priced?

Each project gets a fixed quote based on the analyses or maps needed, the size of the data and your deadline. You approve the quote before any work begins, so there are no surprise charges.

What data and formats can you work with?

Excel and CSV files, SPSS or R data, coordinates from GPS or field surveys, shapefiles and GeoTIFFs, and satellite imagery such as Landsat and Sentinel-2 accessed through Google Earth Engine. If your format is not listed, ask and we will check.

How long does it take?

Most statistical analyses and standard maps take a few days. Time-series remote sensing and larger projects take longer. The delivery date is agreed with you in the quote.

Is my data kept confidential?

Yes. Your data is used only for your project. It is never shared, published or reused, and the results belong to you.

Are revisions included?

Yes. Revisions within the agreed scope are included, including changes requested by your supervisor or by journal reviewers.

Can you teach me to do the analysis myself?

Yes. One-to-one sessions in R, QGIS, Google Earth Engine and VOSviewer can be booked on their own or alongside a project.

Contact

Tell us about your project

Send a short description and we will reply with a scope and a fixed quote.

Email geobiolytics@gmail.com
WhatsApp & phone +92 327 7601976

Based in Bhakkar, Punjab, Pakistan. Working online with clients in Pakistan and abroad.

Request a quote

Open in WhatsApp

The WhatsApp button opens a chat with your message filled in. You can also copy the message and email it to geobiolytics@gmail.com.