Fall 2026

Our Digital Globe: an Overview of Giscience and Its Technology

An overview of GIScience and its technology, introducing geospatial data collection, representation, and tools like GPS and GIS.

offering recorded3 credits
Recorded instructors · Fall 2026 Atlas Guo

Summary

1 / 6

Historical reviews of Qunying Huang: Workload is light with very few assignments and exams, but quizzes and exams carry heavy weight and may feature random questions from a test bank.

Grade history

average GPA
letter grades
A
AB
B
BC
C
D
F

All recorded terms · compare terms & instructors

Prerequisites

Course map

None

  • None
GEOG 170 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
  • None

Professors

Fall 2026

No course-specific feedback yet.

Historical instructors & teaching patterns

Historical reviews of Amy Burnicki describe polarized experiences. Some students found the lectures boring and the class difficult, while others reported it was an easy science credit with straightforward tests based on slides. Reviewers noted that attending lectures and copying notes was key to success, though some criticized unclear exam wording and inconsistent grading.

AMY BURNICKI is recorded teaching in Spring 2007, Spring 2008, Fall 2008, Spring 2009, Fall 2009, Spring 2010, Fall 2010. Recorded history may be incomplete and does not establish a future schedule.

QUNYING HUANG is recorded teaching in Fall 2013, Fall 2014, Spring 2016, Fall 2016, Spring 2017, Fall 2017, Spring 2018, Fall 2018, Spring 2019, 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 001Online Only293 / 25060

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 of Qunying Huang: The course is an easy online gen-ed with minimal assignments and clear instructions, though it lacks instructor interaction unless students seek it out.

Recent recorded grades — Spring 2025: 3.66 GPA, 83.1% A/AB (n=439 letter grades); Fall 2025: 3.72 GPA, 85.7% A/AB (n=265 letter grades); Spring 2026: 3.51 GPA, 76.4% A/AB (n=440 letter grades).

difficulty & workload

Historical reviews of Qunying Huang: Workload is light with very few assignments and exams, but quizzes and exams carry heavy weight and may feature random questions from a test bank.

Historical reviews of Qunying Huang: Students appreciate the clear instructions and ample time for work, but note that the online format offers little connection with the professor without proactive outreach.

Topics

  • Geospatial technologies (GPS, Google Earth, satellite imagery, GIS)
  • Spatial representations such as maps and images

Skills

  • Collection, representation, and use of geospatial data
  • Use of geospatial technologies including GPS, Google Earth, satellite imagery, and GIS
  • Critical understanding of strengths and limitations of spatial representations

Grades

Historical instructor

Fall 2026 · Projected

Before grades are released

average GPA

Approximate 80% prediction interval

About this estimate

The course’s semester-average GPA, not an individual student’s grade. The center uses 5 same-season terms, weighted toward recent results.

The range uses the finite-sample 80th-percentile rank of absolute errors from earlier same-season forecasts. Each forecast uses only records from earlier terms. At least four forecasts are required; bounds are rounded outward and limited to 0–4. This is an empirical estimate: changing instructors or grading policies can reduce its coverage.

8 earlier forecasts · 0.13 GPA average error.

Grades over time

Through Fall 2026

More grade details Grade mix, volume & source data

Where this course fits relative to

Latest available grades · Spring 2026 · all course levels

GPA

Higher than % of other courses in this group.

Course GPAs · red marks this course’s range

letter grades

More recorded grades than % of other courses in this group.

Typical course in this group: letter grades.

About this comparison

1283 courses over the same term, each with at least 30 recorded letter grades. Cross-listed courses count once. GPA is not a measure of difficulty or teaching quality. The typical course is the median by recorded grade count; tied values are not counted as lower. Grade counts describe course scale, not unique students or typical section size.

Descriptions compare GPA with this group’s average: at least 0.20 higher or lower; otherwise close to average. Section size uses median recorded enrollment: small up to 30, mid-sized 31–99, large 100+. Lectures and discussion/lab sections are described separately.

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 170 · Fall 2026

Our Digital Globe: An Overview of GIScience and its Technology

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": "1272:416:008202",
    "course_id": "GEOG 170",
    "course_uid": "course_a3dc86d993db7814ebb1fe68",
    "term_id": "1272",
    "source_course_id": "008202",
    "source_subject_id": "416",
    "title": "Our Digital Globe: An Overview of GIScience and its Technology",
    "credits_min": 3,
    "credits_max": 3,
    "typically_offered": "Fall, Spring"
  }
]
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": "7d8c05ae44c10794e94cd5b1cffa36eae8f9fba7f29992b5ab98cc9e8f33d414",
  "requirements_status": "valid",
  "dataset_revision": "e243353dcb7d79b7247ced91d69443ef4c2a6349",
  "observed_at": "2026-09-07 15:55:43.033547+00:00"
}