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Nisrina03Azza/README.md

Hi, I'm Nisrina Azza Salma 👋

Geodetic Engineering graduate from Universitas Gadjah Mada, with a focus on geospatial and spatial data analysis, GIS, and spatial data science.

I work across the full geospatial data lifecycle, from field survey and drone imagery processing to GIS-based spatial analysis, cartographic output, and reproducible workflows (using QGIS Model Builder).

🗺️ Featured Projects

Space Utilization Suitability Evaluation — Yogyakarta City

Evaluated the suitability of existing land-parcel space utilization against the Detailed Spatial Plan (RDTR) of Yogyakarta City. Combined field survey data with multi-source spatial datasets, automated the analysis using QGIS Model Builder, and produced thematic maps following SNI cartographic standards at a 1:5,000 scale.

Suitability Evaluation Map

Land Use Change Prediction Using Cellular Automata — Kabupaten Semarang

Improved a poorly converging CA-ANN model (Kappa 0.49 to 0.82) by diagnosing insufficient variable inputs and independently adding terrain layers. Modeled land use transitions between 2017 and 2019 and validated predictions against 2021 actual land cover.

Predicted Land Cover 2021

SKL Map for Industrial Development Zone — Obi Island, North Maluku

a land capability analysis for an industrial development zone based on Permen PU NO.20/PRT/M/2007

🛠️ Tools & Skills

GIS & Spatial Analysis: QGIS, ArcGIS, Global Mapper, PostgreSQL/PostGIS Remote Sensing & Photogrammetry: Agisoft Metashape, Google Earth Engine, ENVI, LiDAR point cloud processing 3D Modeling: SketchUp (LOD2), Blender Programming: Python (basic, geospatial data handling) Field Survey: Total Station, GNSS, AutoCAD Civil 3D, topographic mapping

📫 Connect with me

LinkedIn | nisrinaazza03@gmail.com

Popular repositories Loading

  1. latlongDD latlongDD Public

    a simple python project for calculating latitude longitude coordinates from degree, minute, and second format to a decimal degree format

    Python

  2. dd_to_dms dd_to_dms Public

    This project is a Python-based utility designed to automate the conversion of geographic coordinates from Decimal Degrees (DD) to Degrees, Minutes, and Seconds (DMS).

    Python

  3. space-utilization-suitability-evaluation space-utilization-suitability-evaluation Public

    Evaluating the suitability of existing space utilization against the Detailed Spatial Plan (RDTR) of Yogyakarta City using GIS-based spatial analysis.

  4. ca-LULC-semarang ca-LULC-semarang Public

    Improved a poorly converging CA-ANN model (Kappa 0.49 → 0.82) by diagnosing insufficient variable inputs and adding terrain layers | Land use change prediction, Kabupaten Semarang

  5. Nisrina03Azza Nisrina03Azza Public

    Geodetic Engineering graduate from Universitas Gadjah Mada, focused on geospatial and spatial data analysis, GIS, and spatial data science.

  6. skl-land-capability-obi-island skl-land-capability-obi-island Public

    a land capability analysis for an industrial development zone based on Permen PU NO.20/PRT/M/2007