• The City College of New York
  • Department of CE and ESE
  • Spring 2026

Course Description: This course introduces students to Geographic Information Systems (GIS) and Data Science with applications directly aligned to the United Nations’ Sustainable Development Goals (SDGs). Students will learn how to collect, manage, and analyze geospatial and statistical data to address global challenges, including poverty, inequality, health, climate change, and sustainable urban development. Through a blend of lectures, hands-on labs, and real-world case studies, students will acquire the technical and analytical skills necessary to transform raw data into actionable insights that support informed policy, planning, and decision-making for sustainable development. As this course is cross-listed with GIS for CE, those students will work on a CE-related group project with typical hydrologic tasks, such as Terrain modeling, watershed delineation, computation, and extraction of river and watershed networks, including spatial analysis.  
Pre-Survey for Class

Date Lectures / Presentations (45-60 minutes) Class Location
(6:30-9:00 PM)
Activities (Lab and Research Project) Home works
26 Jan 2026 Course Introduction and GIS Application
Presentation-Introduction to SDGs
In-Person T-424 Introduction of Software & Installation  
2 Feb 2026 Lecture 2: Introduction to GIS and ArcGIS Pro In-Person T-424 Lab 1: Mapping the World with ArcGIS Pro
Optional – Google Earth Engine Mapping
Homework 1
9 Feb 2026 Lecture 3: GIS Data Sources for Water Resources
* Research Project Discussion
In-Person T-424 Lab 2: Mapping the USA-based Energy & Emissions data
Lab 3: Visualizing Latitude and Longitude data
 
16 Feb 2026 College Closed (No Class) —————— ——————  
23 Feb 2026 Lecture 4: Geodesy, Coordinate Systems, and Map Projections In-Person T-424 Lab 4: Remote Sensing: Visualizing Earth from Space Homework 2
2 Mar 2026 Lecture 5: Spatial Analysis for Water Resources In-Person T-424 Lab 5: Spatial Analysis: Interpolating Rainfall Data  
9 Mar 2026 Project Review
* Research Project Selection
Online (Zoom) (1) StoryMaps Presentation
(2) Mapping at ArcGIS Online
 
16 Mar 2026 Lecture 6: Watershed & Network Delineations In-Person T-424 Lab 6: Watershed Delineations Homework 3
23 Mar 2026 Lecture 7: Remote Sensing in Environmental and Water Resources Engineering In-Person T-424 Lab 7: Interpolation and Analysis of Water Data  
30 Mar 2026 Lecture 8: Intro to HEC-HMS and HEC-RAS In-Person T-424 Lab 8: Simulation Watershed Hydrology using HEC-HMS (Watershed Data)    (CN calculation xls)  Homework 4
6 Apr 2026 No Class (Spring Break) ——————  ——————  
13 Apr 2026 Lecture 09: Remote Sensing and Raster Analysis In-Person T-424 Lab 9: Raster Data Analysis: Extracting Vegetation, Water, & Soil Indices  
20 Apr 2026 Lecture 10: QGIS Mapping In-Person T-424 Lab 10: QGIS mapping of Global, States and Lat Long data  
27 Apr 2026 Lecture 11: Environmental Impact Assessment and GIS In-Person T-424 Lab 11: Environmental GIS: Mapping Contaminated Site  
4 May 2026 Lecture 12: Emerging Technologies in GIS In-Person T-424 Activity and Review of Group Research Project.  
11 May 2026 Group Research Project Presentation In-Person T-424    
18 May 2026 Final Examination In-Person T-424    
Grading: Final Exam30%The final exam will be in person on 18 May 2026.
Homework15%The homework will be due 2 weeks after it has been assigned. Avoid late HW submissions!
Lab Assignments20%Lab Activities to perform GIS mapping based on the data provided
Project35%By 9th March 2026, you need to submit a proposal for the term project.
(a) Project PPT25PtsThese will be scheduled during the 11th May class and will be organized by the students.
(b) Project Report65PtsYou will need to submit the project Report at the day of PPTs.
(c) Project EVA10PtsYou will be asked to evaluate your classmates’ PPTs.

Tarendra Lakhankar, PhD, PE
Director, Education & Training Pillar, CUNY CREST Institute
Co-Lead, Education Pillar, UNU-Hub, R-SIRUS, CCNY
Center for Earth System Sciences and Remote Sensing Tech (CESSRST)

The City College of New York / CUNY
ST-185, Steinman Hall, 
160 Convent Ave, New York, NY 10031
Email: tlakhankar (at) ccny.cuny.edu  
Office212-650-5815