Hard/Strategic Infrastructure/Social Infrastructure

Hydrometeorology & Early Warning

Hydrometeorology and early warning covers the monitoring and alerting infrastructure that anticipates hazard, including weather radar networks, meteorological and hydrological observing stations, seismic and tsunami monitoring networks, volcanic observatories and public warning and alerting systems.
pending/cap/hydrometeorology-early-warning
World mean
9.2
of 20 · median 8.0
Range
0–20
middle half 6.0–12.0
Panel SD
±0.28
round 1 ±0.96 — the honest estimate
Leader
20
Japan, United States

Indicators

The measures seeded for this capability in the framework. They are candidate indicators: no cell in the index has a source document attached to it yet.

Band spread across 197 nations

Frontier 5
Advanced 19
Established 39
Transitional 34
Foundational 60
Nascent 36
Inception 4

All 197 nations

Best first. The score is the mean of the four adjudicators' round-3 integers, rounded to the nearest integer; ±SD is their spread on that cell. Where the spread is three points or more, read the number as a band rather than a value.

#NationRegionScoreBandPanel SD
1 🇯🇵Japan Asia Pacific 20 Frontier ±0.50
2 🇺🇸United States Americas 20 Frontier ±0.50
3 🇦🇺Australia Asia Pacific 18 Frontier ±0.50
4 🇩🇪Germany Europe 18 Frontier ±0.50
5 🇬🇧United Kingdom Europe 18 Frontier ±0.43
6 🇨🇦Canada Americas 17 Advanced ±0.50
7 🇨🇳China Asia Pacific 17 Advanced ±0.00
8 🇫🇮Finland Europe 17 Advanced ±0.50
9 🇫🇷France Europe 17 Advanced ±0.43
10 🇳🇱Netherlands Europe 17 Advanced ±0.50
11 🇰🇷South Korea Asia Pacific 17 Advanced ±0.43
12 🇨🇭Switzerland Europe 17 Advanced ±0.00
13 🇹🇼Taiwan Asia Pacific 17 Advanced ±0.00
14 🇮🇹Italy Europe 16 Advanced ±0.43
15 🇳🇿New Zealand Asia Pacific 16 Advanced ±0.00
16 🇳🇴Norway Europe 16 Advanced ±0.00
17 🇸🇬Singapore Asia Pacific 16 Advanced ±0.00
18 🇪🇸Spain Europe 16 Advanced ±0.00
19 🇸🇪Sweden Europe 16 Advanced ±0.43
20 🇦🇹Austria Europe 15 Advanced ±0.43
21 🇧🇪Belgium Europe 15 Advanced ±0.00
22 🇩🇰Denmark Europe 15 Advanced ±0.43
23 🇮🇸Iceland Europe 15 Advanced ±0.43
24 🇮🇱Israel Middle East 15 Advanced ±0.43
25 🇧🇷Brazil Americas 14 Established ±0.50
26 🇨🇱Chile Americas 14 Established ±0.00
27 🇨🇿Czechia Europe 14 Established ±0.00
28 🇪🇪Estonia Europe 14 Established ±0.00
29 🇮🇳India Asia Pacific 14 Established ±0.00
30 🇮🇪Ireland Europe 14 Established ±0.43
31 🇲🇽Mexico Americas 14 Established ±0.50
32 🇵🇱Poland Europe 14 Established ±0.00
33 🇵🇹Portugal Europe 14 Established ±0.71
34 🇸🇦Saudi Arabia Middle East 14 Established ±0.50
35 🇹🇷Türkiye Middle East 14 Established ±0.43
36 🇦🇪United Arab Emirates Middle East 14 Established ±0.00
37 🇨🇺Cuba Americas 13 Established ±0.43
38 🇬🇷Greece Europe 13 Established ±0.43
39 🇭🇺Hungary Europe 13 Established ±0.00
40 🇱🇻Latvia Europe 13 Established ±0.50
41 🇱🇹Lithuania Europe 13 Established ±0.00
42 🇱🇺Luxembourg Europe 13 Established ±0.50
43 🇲🇾Malaysia Asia Pacific 13 Established ±0.43
44 🇷🇴Romania Europe 13 Established ±0.00
45 🇷🇺Russia Europe 13 Established ±0.43
46 🇸🇰Slovakia Europe 13 Established ±0.00
47 🇸🇮Slovenia Europe 13 Established ±0.43
48 🇿🇦South Africa Africa 13 Established ±0.43
49 🇹🇭Thailand Asia Pacific 13 Established ±0.00
50 🇦🇷Argentina Americas 12 Established ±0.43
51 🇧🇩Bangladesh Asia Pacific 12 Established ±0.00
52 🇨🇴Colombia Americas 12 Established ±0.50
53 🇨🇷Costa Rica Americas 12 Established ±0.50
54 🇭🇷Croatia Europe 12 Established ±0.00
55 🇮🇩Indonesia Asia Pacific 12 Established ±0.43
56 🇲🇹Malta Europe 12 Established ±0.43
57 🇲🇺Mauritius Africa 12 Established ±0.43
58 🇲🇦Morocco Africa 12 Established ±0.43
59 🇴🇲Oman Middle East 12 Established ±0.00
60 🇵🇭Philippines Asia Pacific 12 Established ±0.43
61 🇶🇦Qatar Middle East 12 Established ±0.00
62 🇷🇸Serbia Europe 12 Established ±0.50
63 🇻🇳Vietnam Asia Pacific 12 Established ±0.43
64 🇧🇾Belarus Europe 11 Transitional ±0.43
65 🇧🇬Bulgaria Europe 11 Transitional ±0.00
66 🇨🇾Cyprus Middle East 11 Transitional ±0.00
67 🇪🇬Egypt Africa 11 Transitional ±0.50
68 🇰🇼Kuwait Middle East 11 Transitional ±0.00
69 🇵🇪Peru Americas 11 Transitional ±0.43
70 🇺🇾Uruguay Americas 11 Transitional ±0.50
71 🇩🇿Algeria Africa 10 Transitional ±0.00
72 🇧🇭Bahrain Middle East 10 Transitional ±0.43
73 🇧🇳Brunei Asia Pacific 10 Transitional ±0.50
74 🇪🇨Ecuador Americas 10 Transitional ±0.00
75 🇮🇷Iran Asia Pacific 10 Transitional ±0.00
76 🇰🇿Kazakhstan Asia Pacific 10 Transitional ±0.00
77 🇲🇪Montenegro Europe 10 Transitional ±0.43
78 🇵🇰Pakistan Asia Pacific 10 Transitional ±0.43
79 🇱🇰Sri Lanka Asia Pacific 10 Transitional ±0.43
80 🇹🇹Trinidad & Tobago Americas 10 Transitional ±0.00
81 🇹🇳Tunisia Africa 10 Transitional ±0.43
82 🇺🇦Ukraine Europe 10 Transitional ±0.43
83 🇦🇲Armenia Middle East 9 Transitional ±0.00
84 🇦🇿Azerbaijan Middle East 9 Transitional ±0.43
85 🇧🇧Barbados Americas 9 Transitional ±0.71
86 🇩🇴Dominican Republic Americas 9 Transitional ±0.00
87 🇸🇻El Salvador Americas 9 Transitional ±0.00
88 🇫🇯Fiji Asia Pacific 9 Transitional ±0.00
89 🇬🇪Georgia Middle East 9 Transitional ±0.43
90 🇬🇹Guatemala Americas 9 Transitional ±0.00
91 🇯🇲Jamaica Americas 9 Transitional ±0.43
92 🇯🇴Jordan Middle East 9 Transitional ±0.00
93 🇰🇪Kenya Africa 9 Transitional ±0.00
94 🇲🇩Moldova Europe 9 Transitional ±0.00
95 🇳🇬Nigeria Africa 9 Transitional ±0.50
96 🇲🇰North Macedonia Europe 9 Transitional ±0.43
97 🇵🇦Panama Americas 9 Transitional ±0.43
98 🇦🇱Albania Europe 8 Foundational ±0.43
99 🇧🇸Bahamas Americas 8 Foundational ±0.43
100 🇧🇴Bolivia Americas 8 Foundational ±0.43
101 🇧🇦Bosnia & Herzegovina Europe 8 Foundational ±0.00
102 🇪🇹Ethiopia Africa 8 Foundational ±0.00
103 🇬🇭Ghana Africa 8 Foundational ±0.00
104 🇭🇳Honduras Americas 8 Foundational ±0.50
105 🇲🇻Maldives Asia Pacific 8 Foundational ±0.43
106 🇲🇳Mongolia Asia Pacific 8 Foundational ±0.00
107 🇳🇵Nepal Asia Pacific 8 Foundational ±0.00
108 🇳🇮Nicaragua Americas 8 Foundational ±0.00
109 🇵🇾Paraguay Americas 8 Foundational ±0.00
110 🇷🇼Rwanda Africa 8 Foundational ±0.50
111 🇸🇳Senegal Africa 8 Foundational ±0.71
112 🇹🇿Tanzania Africa 8 Foundational ±0.00
113 🇺🇿Uzbekistan Asia Pacific 8 Foundational ±0.50
114 🇦🇩Andorra Europe 7 Foundational ±0.71
115 🇦🇬Antigua & Barbuda Americas 7 Foundational ±0.00
116 🇧🇿Belize Americas 7 Foundational ±0.00
117 🇧🇹Bhutan Asia Pacific 7 Foundational ±0.43
118 🇧🇼Botswana Africa 7 Foundational ±0.43
119 🇨🇻Cabo Verde Africa 7 Foundational ±0.50
120 🇰🇬Kyrgyzstan Asia Pacific 7 Foundational ±0.00
121 🇱🇧Lebanon Middle East 7 Foundational ±0.50
122 🇱🇮Liechtenstein Europe 7 Foundational ±1.23
123 🇲🇿Mozambique Africa 7 Foundational ±0.50
124 🇳🇦Namibia Africa 7 Foundational ±0.00
125 🇸🇨Seychelles Africa 7 Foundational ±0.00
126 🇺🇬Uganda Africa 7 Foundational ±0.00
127 🇻🇺Vanuatu Asia Pacific 7 Foundational ±0.50
128 🇻🇪Venezuela Americas 7 Foundational ±0.00
129 🇿🇲Zambia Africa 7 Foundational ±0.50
130 🇦🇴Angola Africa 6 Foundational ±0.50
131 🇧🇫Burkina Faso Africa 6 Foundational ±0.50
132 🇰🇭Cambodia Asia Pacific 6 Foundational ±0.43
133 🇨🇲Cameroon Africa 6 Foundational ±0.50
134 🇨🇮Côte d'Ivoire Africa 6 Foundational ±0.43
135 🇩🇲Dominica Americas 6 Foundational ±0.00
136 🇸🇿Eswatini Africa 6 Foundational ±0.50
137 🇬🇩Grenada Americas 6 Foundational ±0.00
138 🇬🇾Guyana Americas 6 Foundational ±0.00
139 🇮🇶Iraq Middle East 6 Foundational ±0.43
140 🇽🇰Kosovo Europe 6 Foundational ±0.00
141 🇱🇦Laos Asia Pacific 6 Foundational ±0.43
142 🇱🇸Lesotho Africa 6 Foundational ±0.50
143 🇲🇬Madagascar Africa 6 Foundational ±0.00
144 🇲🇼Malawi Africa 6 Foundational ±0.00
145 🇲🇨Monaco Europe 6 Foundational ±1.78
146 🇲🇲Myanmar Asia Pacific 6 Foundational ±0.00
147 🇰🇵North Korea Asia Pacific 6 Foundational ±0.00
148 🇵🇬Papua New Guinea Asia Pacific 6 Foundational ±0.50
149 🇱🇨Saint Lucia Americas 6 Foundational ±0.00
150 🇻🇨Saint Vincent & Grenadines Americas 6 Foundational ±0.00
151 🇼🇸Samoa Asia Pacific 6 Foundational ±0.00
152 🇸🇧Solomon Islands Asia Pacific 6 Foundational ±0.00
153 🇸🇷Suriname Americas 6 Foundational ±0.50
154 🇹🇯Tajikistan Asia Pacific 6 Foundational ±0.00
155 🇹🇬Togo Africa 6 Foundational ±0.50
156 🇹🇴Tonga Asia Pacific 6 Foundational ±0.43
157 🇿🇼Zimbabwe Africa 6 Foundational ±0.43
158 🇧🇯Benin Africa 5 Nascent ±0.43
159 🇩🇯Djibouti Africa 5 Nascent ±0.00
160 🇬🇦Gabon Africa 5 Nascent ±0.00
161 🇬🇳Guinea Africa 5 Nascent ±0.50
162 🇰🇮Kiribati Asia Pacific 5 Nascent ±0.00
163 🇱🇾Libya Africa 5 Nascent ±0.43
164 🇲🇱Mali Africa 5 Nascent ±0.00
165 🇲🇭Marshall Islands Asia Pacific 5 Nascent ±0.00
166 🇲🇷Mauritania Africa 5 Nascent ±0.43
167 🇫🇲Micronesia Asia Pacific 5 Nascent ±0.00
168 🇳🇪Niger Africa 5 Nascent ±0.00
169 🇵🇼Palau Asia Pacific 5 Nascent ±0.00
170 🇵🇸Palestine Middle East 5 Nascent ±0.00
171 🇰🇳Saint Kitts & Nevis Americas 5 Nascent ±0.00
172 🇸🇲San Marino Europe 5 Nascent ±2.06
173 🇸🇹São Tomé & Príncipe Africa 5 Nascent ±0.50
174 🇸🇱Sierra Leone Africa 5 Nascent ±0.50
175 🇹🇲Turkmenistan Asia Pacific 5 Nascent ±0.43
176 🇧🇮Burundi Africa 4 Nascent ±0.43
177 🇹🇩Chad Africa 4 Nascent ±0.00
178 🇰🇲Comoros Africa 4 Nascent ±0.00
179 🇨🇬Congo Africa 4 Nascent ±0.43
180 🇬🇶Equatorial Guinea Africa 4 Nascent ±0.43
181 🇬🇲Gambia Africa 4 Nascent ±0.43
182 🇱🇷Liberia Africa 4 Nascent ±0.00
183 🇳🇷Nauru Asia Pacific 4 Nascent ±0.50
184 🇸🇩Sudan Africa 4 Nascent ±0.43
185 🇸🇾Syria Middle East 4 Nascent ±0.50
186 🇹🇱Timor-Leste Asia Pacific 4 Nascent ±0.43
187 🇹🇻Tuvalu Asia Pacific 4 Nascent ±0.43
188 🇦🇫Afghanistan Asia Pacific 3 Nascent ±0.00
189 🇨🇩DR Congo Africa 3 Nascent ±0.43
190 🇪🇷Eritrea Africa 3 Nascent ±0.00
191 🇬🇼Guinea-Bissau Africa 3 Nascent ±0.00
192 🇭🇹Haiti Americas 3 Nascent ±0.43
193 🇸🇴Somalia Africa 3 Nascent ±0.00
194 🇨🇫Central African Rep. Africa 2 Inception ±0.43
195 🇸🇸South Sudan Africa 2 Inception ±0.43
196 🇾🇪Yemen Middle East 2 Inception ±0.00
197 🇻🇦Holy See Europe 0 Inception ±0.43

Others in Social Infrastructure

CapabilityWorld meanRangeLeader
Health Infrastructure9.72–18France, Germany, Japan
Public Health & Laboratories9.11–19United States
Medical Supply & Stockpiles8.71–18United States
Education & Skills Infrastructure9.93–18Finland, Germany, Japan
Research & Scientific Facilities5.60–20United States
Housing, Community & Social Services8.41–19Singapore
Government & Public Administration10.43–19Singapore
Cultural, Community & Recreational Infrastructure9.12–18France, Germany, United Kingdom
Justice & Corrections9.12–17Australia, Canada, Denmark
Emergency Services & Civil Protection9.12–18France, Japan, Singapore