Fall 2026

Decision Methods for Natural Resource Managers

Teaches applications of quantitative methods, optimization, and simulation for managing natural resources, especially forests.

no offering record for this termCredits unavailable
Recorded instructors · Fall 2026 No instructors listed

Summary

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Recent recorded grades — Spring 2008: 3.11 GPA, 45.5% A/AB (n=22 letter grades); Spring 2026: 3.42 GPA, 76.9% A/AB (n=13 letter grades).

Grade history

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average GPA
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Prerequisites

Course map

MATH 112, 114, or 171 or placement into MATH 211 or 221. Not open to students with credit for A A E 652 prior to Fall 2025.

      • Not open to students with credit for A A E 652 prior to Fall 2025.
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AAE/F&WECOL 430

This is a best-effort interpretation; check the catalog requirements above.

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Professors

Fall 2026

No instructors recorded for this selection.

Historical instructors & teaching patterns

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Calendar & sections

Fall 2026

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Student experience

the class

Recent recorded grades — Spring 2008: 3.11 GPA, 45.5% A/AB (n=22 letter grades); Spring 2026: 3.42 GPA, 76.9% A/AB (n=13 letter grades).

difficulty & workload

No workload feedback recorded.

Topics

  • Quantitative methods, optimization, and simulation.
  • Management of natural resources and forests.

Skills

  • Applying quantitative methods, optimization, and simulation to natural resource management.

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

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AB
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BC
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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

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Dataset & model

Recorded 2026-09-07

View the dataset on Hugging Face
Model outputs & technical records
nvidia/Qwen3.6-35B-A3B-NVFP4
LLM outputs across runs
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Full model traces

Recorded model configuration, reasoning, and tool conversations.

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Model & dataset provenance 
{
  "model": "nvidia/Qwen3.6-35B-A3B-NVFP4",
  "model_revision": "1355db6a052410cfd62085d94b58866fd0f2c3c5",
  "task_version": "14",
  "output_id": "967e99ca593e8cd5359f084770d642425ab524f610d21e01f3fd530d4de0bd74",
  "requirements_status": "valid",
  "dataset_revision": "e243353dcb7d79b7247ced91d69443ef4c2a6349",
  "observed_at": "2026-09-07 15:55:43.033547+00:00"
}