mws-lab · v1.0.0 · Exploratory Associational Analysis

WaterScarcity

Water Scarcity in Morocco
A Multivariate Analysis of Climatic, Agricultural, and Socioeconomic Drivers

"Exploratory Associational Analysis · World Bank Indicators 2000–2025 · OLS Diagnostics · Policy Implications"
5
WDI Indicators
16
Model Sample
0.812
Model R²
78,500
Condition Number
88%
Agricultural Share
2000–2025
Panel Window

Morocco's Water Trajectory

Morocco's renewable freshwater per capita fell from roughly 2,560 m³ per year in 1960 to about 620 m³ in 2020, well inside the United Nations' absolute water-scarcity threshold. Internal renewable water resources stood at 777 m³ per capita in 2022, and the national water-stress index reached 50.75% that year.

PER-CAPITA

2,560 → 620 m³

Renewable freshwater per capita, 1960 → 2020. Roughly a three-quarters decline.

WATER STRESS

50.75%

National water-stress index (2022). Withdrawals as a share of renewable resources.

SECTORAL

≈88% Agriculture

Agriculture absorbs ≈88% of allocation, vs ≈11% drinking water and ≈1% industry.

Six Results

1 · Per-capita decline

Renewable water per capita fell by roughly three-quarters between 1960 and 2020.

2 · Agricultural dominance

Agriculture absorbs ≈88% of total water allocation.

3 · Withdrawals vs. yield

Withdrawals fell 2000–2010 and stabilized through 2022, while cereal yield rose.

4 · OLS with multicollinearity

R² = 0.812 (n = 16) but κ(X) ≈ 78,500 signals severe multicollinearity.

5 · Inseparable drivers

Irrigated land and population growth are strongly inversely correlated (r = −0.89).

6 · Wet year ≠ reversal

The 2025–2026 rebound is a storage buffer, not a reversal of the long-run decline.

Run the Analysis

Manuscript (PDF) Published · Zenodo
Figures (7) Published · Figshare
World Bank data extract Open (CC-BY-4.0)
Python package PyPI · mws-lab
Website mws-lab.netlify.app
Causal claims None (associational)

View the Full Analysis

Live dashboard, detailed documentation, and the full manuscript.

Open Dashboard →