From 0b6031c3db31558cad1a4eb2b9ed07b97f29dff9 Mon Sep 17 00:00:00 2001
From: Mattia Amadio <44863827+matamadio@users.noreply.github.com>
Date: Fri, 22 Sep 2023 16:29:56 +0200
Subject: [PATCH] update dmg functions for FL AGR
---
Top-down/parallelization/damageFunctions.py | 6 +-
docs/mapping.ipynb | 101745 -----------------
2 files changed, 3 insertions(+), 101748 deletions(-)
diff --git a/Top-down/parallelization/damageFunctions.py b/Top-down/parallelization/damageFunctions.py
index e14278c6..820fa8a9 100644
--- a/Top-down/parallelization/damageFunctions.py
+++ b/Top-down/parallelization/damageFunctions.py
@@ -49,12 +49,12 @@ def damage_factor_agri(x):
References
----------
Huizinga et al., 2017 - Global flood depth-damage functions: Methodology and the database. EU-JRC.
+ Point fitting by cubic regression (R2 = 0.98)
"""
# return (x+999)/(x+999) # For Agri exposure
# return (x) # For DR impacts
- # return np.maximum(0.0, np.minimum(1.0, -0.0039 * x ** 3 + 0.0383 * x ** 2 + 0.0768 * x)) # Floods - AFRICA
- return np.maximum(0.0, np.minimum(1.0, 0.00723 * x ** 3 - 0.1000 * x ** 2 + 0.5060 * x)) # Floods - ASIA
-
+ # return np.maximum(0.0, np.minimum(1.0, 0.01108 * x ** 3 + 0.1578 * x ** 2 + 0.7209 * x - 0.042)) # Floods - AFRICA
+ return np.maximum(0.0, np.minimum(1.0, 0.00455 * x ** 3 - 0.0648 * x ** 2 + 0.3960 * x - 0.000049)) # Floods - ASIA
# Flood over Population mortality
def mortality_factor(x):
diff --git a/docs/mapping.ipynb b/docs/mapping.ipynb
index e8eed95f..22568414 100644
--- a/docs/mapping.ipynb
+++ b/docs/mapping.ipynb
@@ -446,101751 +446,6 @@
"CCDR_countries"
]
},
- {
- "cell_type": "code",
- "execution_count": 101,
- "metadata": {},
- "outputs": [
- {
- "data": {
- "text/plain": [
- "ISO3\n",
- "PAK 3\n",
- "NPL 3\n",
- "BGD 3\n",
- "KHM 3\n",
- "IND 3\n",
- "BFA 3\n",
- "MLI 3\n",
- "NER 3\n",
- "TCD 3\n",
- "GHA 3\n",
- "MRT 3\n",
- "GNB 3\n",
- "NGA 3\n",
- "SEN 3\n",
- "ETH 3\n",
- "RWA 3\n",
- "DOM 3\n",
- "ATG 3\n",
- "DMA 3\n",
- "KNA 3\n",
- "LCA 3\n",
- "GRD 3\n",
- "VCT 3\n",
- "THA 1\n",
- "MNG 0\n",
- "Name: Status, dtype: int64"
- ]
- },
- "execution_count": 101,
- "metadata": {},
- "output_type": "execute_result"
- }
- ],
- "source": [
- "country_dict = CCDR_countries.set_index(\"ISO3\")[\"Status\"]\n",
- "country_dict"
- ]
- },
- {
- "cell_type": "code",
- "execution_count": 71,
- "metadata": {},
- "outputs": [
- {
- "data": {
- "text/html": [
- ""
- ],
- "text/plain": [
- ""
- ]
- },
- "execution_count": 71,
- "metadata": {},
- "output_type": "execute_result"
- }
- ],
- "source": [
- "import branca.colormap as cm\n",
- "\n",
- "step = cm.StepColormap(\n",
- " [\"green\", \"yellow\", \"red\"], vmin=0, vmax=3, index=[0, 1, 2, 3], caption=\"step\"\n",
- ")\n",
- "\n",
- "step"
- ]
- },
- {
- "cell_type": "code",
- "execution_count": 81,
- "metadata": {},
- "outputs": [
- {
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- " 'adm0_dif': 1,\n",
- " 'level': 2,\n",
- " 'type': 'Country',\n",
- " 'admin': 'Aruba',\n",
- " 'adm0_a3': 'ABW',\n",
- " 'geou_dif': 0,\n",
- " 'geounit': 'Aruba',\n",
- " 'gu_a3': 'ABW',\n",
- " 'su_dif': 0,\n",
- " 'subunit': 'Aruba',\n",
- " 'su_a3': 'ABW',\n",
- " 'brk_diff': 0,\n",
- " 'name': 'Aruba',\n",
- " 'name_long': 'Aruba',\n",
- " 'brk_a3': 'ABW',\n",
- " 'brk_name': 'Aruba',\n",
- " 'brk_group': None,\n",
- " 'abbrev': 'Aruba',\n",
- " 'postal': 'AW',\n",
- " 'formal_en': 'Aruba',\n",
- " 'formal_fr': None,\n",
- " 'note_adm0': 'Neth.',\n",
- " 'note_brk': None,\n",
- " 'name_sort': 'Aruba',\n",
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- " 'pop_est': 103065,\n",
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- " 'gdp_year': -99,\n",
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- " 'income_grp': '2. High income: nonOECD',\n",
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- " 'geou_dif': 0,\n",
- " 'geounit': 'Afghanistan',\n",
- " 'gu_a3': 'AFG',\n",
- " 'su_dif': 0,\n",
- " 'subunit': 'Afghanistan',\n",
- " 'su_a3': 'AFG',\n",
- " 'brk_diff': 0,\n",
- " 'name': 'Afghanistan',\n",
- " 'name_long': 'Afghanistan',\n",
- " 'brk_a3': 'AFG',\n",
- " 'brk_name': 'Afghanistan',\n",
- " 'brk_group': None,\n",
- " 'abbrev': 'Afg.',\n",
- " 'postal': 'AF',\n",
- " 'formal_en': 'Islamic State of Afghanistan',\n",
- " 'formal_fr': None,\n",
- " 'note_adm0': None,\n",
- " 'note_brk': None,\n",
- " 'name_sort': 'Afghanistan',\n",
- " 'name_alt': None,\n",
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- ]
- },
- "execution_count": 81,
- "metadata": {},
- "output_type": "execute_result"
- }
- ],
- "source": [
- "world_boundaries"
- ]
- },
{
"cell_type": "code",
"execution_count": 108,