Basic outline for Jam - oakland noise

Author: tophat8855

src/gis/oakland_noise.clj

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+^{:kindly/hide-code true
+  :clay             {:title  "Oakland Sound Pollution Mapping"
+                     :quarto {:author   :heather-mf
+                              :draft    true
+                              :type     :draft
+                              :date     "2026-02-26"
+                              :category :gis
+                              :tags     [:gis :sound :visualization :oakland]}}}
+
+(ns gis.oakland-noise
+  (:require
+   [scicloj.kindly.v4.kind :as kind]
+   [scicloj.clay.v2.api :as clay]
+   [clj-http.client :as client]
+   [cheshire.core :as json]))
+
+;; # Oakland Sound Pollution Mapping
+
+;; ## Overview
+;; Creating an animation/image series mapping approximate sound pollution levels across Oakland, California throughout a 24-hour cycle.
+
+;; ## Data Sources
+;; - **Road & Rail Geometries**: [Overpass QL API](https://wiki.openstreetmap.org/wiki/Overpass_API)
+;; - **Traffic Patterns**: Standard traffic curves for temporal modeling
+;;   - will start with basic Standard Diurnal Daily Curves
+;;   - Look into []Caltrans PeMS](https://pems.dot.ca.gov/) data for more specific patterns if time allows
+;;   - Another source for West Oakland truck traffic for the Port of Oakland: [WEST OAKLAND TRUCK SURVEY REPORT](https://www.baaqmd.gov/~/media/files/planning-and-research/care-program/final-west-oakland-truck-survey-report-dec-2009.pdf)
+
+;; ## Approach
+
+;; ### 1. Data Collection
+;; - Query Overpass QL for Oakland road and rail network geometries
+;; - Categorize road segments by type (highway, arterial, residential, etc.)
+;; - Identify rail lines and stations, freight yards, airports, etc
+
+;; ### 2. Base Decibel Mapping
+;; - Assign base decibel levels to each road segment based on road type
+;; - Factor in rail noise sources
+;; - Reference standards:
+;;   - Highway: ~70-80 dB
+;;   - Arterial roads: ~60-70 dB
+;;   - Residential streets: ~50-60 dB
+;;   - Rail: ~80-90 dB (variable)
+
+;; ### 3. Temporal Multiplier
+;; - Apply traffic curves to model hour-by-hour variations
+;; - Peak hours (7-9 AM, 5-7 PM): maximum multiplier
+;; - Midday: moderate levels
+;; - Night hours (11 PM - 5 AM): minimum multiplier
+
+;; ### 4. Sound Propagation Model
+;; Implement Inverse Square Law for line sources:
+;;
+;; ```
+;; L₂ = L₁ - 10 · log₁₀(d₂/d₁)
+;; ```
+;;
+;; Where:
+;; - L₂ = sound level at distance d₂
+;; - L₁ = sound level at distance d₁
+;; - d₂ = target distance from source
+;; - d₁ = reference distance from source
+;;
+;; This calculates sound attenuation as distance increases from the road/rail source.
+
+;; ### 5. Output
+;; - Generate 24 static images (one per half hour)
+;; - Compile into animation showing sound levels throughout the day
+;; - Color gradient representing decibel ranges
+
+;; ## Technical Challenges
+;; - Efficient spatial queries and indexing
+;; - Handling overlapping sound sources
+;; - Realistic traffic pattern modeling
+;; - Performance optimization for city-wide calculations
+
+;; ## Future Enhancements
+
+;; ## Implementation Status
+;; 🚧 Work in progress
+
+;; ---