Fall 2026

GIS and Spatial Analysis

GEOG 579 teaches principles and algorithms for spatial analysis in GIS, covering methods like interpolation, overlay, and network analysis.

offering recorded4 credits
Recorded instructors · Fall 2026 Jeffrey Hatzel

Summary

1 / 6

Historical reviews of Axing Zhu: Students must read the instructor's self-authored online textbook to understand class content, and quizzes with broken English phrasing are reported as difficult and confusing.

Grade history

average GPA
letter grades
A
AB
B
BC
C
D
F

All recorded terms · compare terms & instructors

Prerequisites

Course map

GEOG/​CIV ENGR/​ENVIR ST 377 or graduate/professional standing

GEOG 579 used by

“Used by” includes alternatives; linked courses may have other requirements. This is a best-effort interpretation; check the catalog requirements above.

Prerequisite text tree

Professors

Fall 2026

Recent recorded grades — Spring 2025: 3.94 GPA, 100.0% A/AB (n=9 letter grades); Fall 2025: 3.92 GPA, 100.0% A/AB (n=6 letter grades); Spring 2026: 3.94 GPA, 100.0% A/AB (n=8 letter grades).

Historical instructors & teaching patterns

Historical reviews for A-Xing Zhu describe significant challenges with his communication, citing broken English in lectures and textbooks that hinders understanding. While some students found his passion for GIS and caring nature positive, others reported the content as boring and difficult to follow without self-study.

A-XING ZHU is recorded teaching in Fall 2006, Fall 2007, Fall 2011, Fall 2012, Spring 2014, Spring 2016, Fall 2016, Fall 2018, Fall 2019, Fall 2020, Fall 2021, Fall 2022, Fall 2023, Fall 2024, Fall 2025. Recorded history may be incomplete and does not establish a future schedule.

JEFFREY HATZEL is recorded teaching in Fall 2018, Spring 2019, Fall 2019, Spring 2020, Fall 2020, Fall 2021, Spring 2022, Fall 2022, Spring 2023, Fall 2023, Spring 2024, Fall 2024, Spring 2025, Fall 2025, Spring 2026. Recorded history may be incomplete and does not establish a future schedule.

Recorded history may be incomplete and does not establish a future schedule.

Calendar & sections

Fall 2026

Schedule loads here as you scroll.

SectionModeEnrolled / capacityWaitlist
LEC 070Online Only2 / 300

Times are Central. Select a meeting for details; export includes recorded dates for the selected sections. Enrollment reflects scan time.

Meeting source records

No records available.

Student experience

the class

Historical reviews for A-Xing Zhu describe a passionate but difficult instructor whose broken English and rambling lectures hinder understanding, though one student found him caring and effective if the material is grasped.

Recent recorded grades — Spring 2025: 3.94 GPA, 100.0% A/AB (n=9 letter grades); Fall 2025: 3.57 GPA, 62.8% A/AB (n=43 letter grades); Spring 2026: 3.94 GPA, 100.0% A/AB (n=8 letter grades).

difficulty & workload

Historical reviews of Axing Zhu: Students must read the instructor's self-authored online textbook to understand class content, and quizzes with broken English phrasing are reported as difficult and confusing.

Historical reviews of Axing Zhu: Some students found the lectures difficult to follow and had to teach themselves, while others appreciated the instructor's passion and care despite communication barriers.

Topics

  • Point, line, and polygon processing.
  • Interpolation and smoothing techniques.
  • Spatial overlay and query operations.
  • Network analysis, terrain analysis, and classification.

Skills

  • Spatial analysis principles and algorithms.
  • Theoretical and practical analytical methods in GIS.
  • Geometric processing, interpolation, spatial overlay, network and terrain analysis, and classification.

Grades

Latest available · Spring 2026— not enough history to project Fall 2026.

average GPA
A / AB grades
letter grades
Instructor

Grade distribution · % of letter grades

A
AB
B
BC
C
D
F

Grades over time

Through Spring 2026

More grade details Grade mix, volume & source data

Not enough comparable courses for Fall 2026 in UW–Madison.

Sources & history

UW–Madison

Catalog & offerings

Descriptions, prerequisites, and recorded course offerings.

Catalog observation history

Observations at scan time; dates do not imply when a catalog change took effect.

Selected offering source records
GEOG 579 · Fall 2026

GIS and Spatial Analysis

Recorded 2026-09-07
Raw records
[
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "offering_id": "1272:416:008353",
    "course_id": "GEOG 579",
    "course_uid": "course_aea60f765c77d26cf83af000",
    "term_id": "1272",
    "source_course_id": "008353",
    "source_subject_id": "416",
    "title": "GIS and Spatial Analysis",
    "credits_min": 4,
    "credits_max": 4,
    "typically_offered": "Fall"
  }
]
Rate My Professors

Student reviews

Original comments behind the course and instructor summaries.

Read original reviews
Madgrades

Grade history

Recorded grade distributions by term, section, and instructor.

Explore recorded grades
Model outputs & technical records
nvidia/Qwen3.6-35B-A3B-NVFP4
LLM outputs across runs
Full model traces

Recorded model configuration, reasoning, and tool conversations.

Model & dataset provenance
{
  "model": "nvidia/Qwen3.6-35B-A3B-NVFP4",
  "model_revision": "1355db6a052410cfd62085d94b58866fd0f2c3c5",
  "task_version": "14",
  "output_id": "97bc708229abb0a0a08c6f4704c5fb908c2146744a952dc668d9d3492cc28231",
  "requirements_status": "valid",
  "dataset_revision": "e243353dcb7d79b7247ced91d69443ef4c2a6349",
  "observed_at": "2026-09-07 15:55:43.033547+00:00"
}