placestats

Forest area

Forest area (% of land area)

Link with national income+0.03largely independent of national income
Links that hold up3of 158 pairs tested
Unit% of land areahigher is better
SourceWDICC BY 4.0

How it has moved

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Every country, every year

One row per country and one column per year, sorted by the most recent value. Hover over any cell to see the figure. The country names link to each country’s page.

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Links that hold up

r is how closely two measures rise and fall together across countries, from −1 (opposite) to +1 (in step), where 0 means no link. These pairs are ranked by the link after adjusting for national income, which means comparing countries with the same GDP per person. Each pair passed three checks. The link held after that adjustment. It was unlikely to be chance (q of 0.05 or less), even allowing for countries in the same region being alike and for the many pairs tested. And the two are not just two measures of the same thing. Very small q values are written in short form: 8.0e-5 means 0.000080.

MeasureBefore adjustingAfter adjustingqCountriesTracks income?
Forest area and Muslim shareWhere Forest area is higher, Muslim share tends to be lower: a moderate link that holds when only countries with similar income are compared. Muslim share by country-0.48-0.480.031181independent
Forest area and Public social spendingWhere Forest area is higher, Public social spending tends to be higher: a weak link that holds when only countries with similar income are compared. Public social spending by country+0.09+0.290.03642moderate
Forest area and DTP3 immunisationWhere Forest area is higher, DTP3 immunisation tends to be lower: a weak link that holds when only countries with similar income are compared. DTP3 immunisation by country-0.12-0.170.014186moderate

Links that don’t count as findings

These go together strongly, but they are built from the same numbers or measure the same thing. So they are bound to match, or their match shows that the measures agree, not something about the world.

MeasureBefore adjustingAfter adjustingqCountriesTracks income?
Forest area and Environment scoreNot an independent finding: one of these indices is built partly from the other, so their agreement is just arithmetic. Environment score by country+0.27+0.300.168195moderate

How much the other measures account for

The 71 most widely reported measures boil down to a few broad patterns. This table shows how much of the differences between countries on this measure those patterns account for, adding one pattern at a time. The patterns are rebuilt without this measure, and without anything built from the same numbers or measuring the same thing. So it never predicts itself under another name. The figures use the 133 countries reporting all of them, and 70 candidate measures.

This shows how much it moves with the others. It does not explain anything. Measures that move together end up on the same pattern whether or not anything connects them. And the countries here are the best-documented ones. A high figure means this measure is largely predictable from the others, not that they produce it.
Patterns usedShare of this measure accounted forAdded by this pattern
11%—
28%+7%
310%+2%
411%+0%
511%+1%
624%+13%

This measure sits on one of the smaller patterns, not on the one all the measures share.

How it differs by category

This compares the measure across groups of countries, such as those sharing a main religion, instead of against another number. The figure is the share of the differences between countries on this measure that lies between the groups, on a scale from 0 to 1. It is shown before and after adjusting for national income.

The “between groups” figure runs from 0 (the groups are no different) to 1 (the groups explain all the differences between countries). Groups have no up or down, so this says how much the groups differ, never which way. For that, read the group averages. The figure also tends to rise when there are more groups. So to judge whether it could be chance (q), we shuffle the same labels among the same countries many times and see how often a figure this big turns up. Then we allow for the fact that many measures are checked at once, since with enough checks a few big figures turn up by luck alone. Groups with fewer than 12 countries are left out. And countries that share a label share a lot else. Adjusting for income rules out one third factor, but leaves language, region, legal tradition and history untouched.

Grouped byBetween groupsAfter incomeqGroups at each end
Last European coloniser0.240.230.111best: Spain 42.2% · worst: Never a European colony 22.5%
% of land area
Largest religious group0.470.460.003best: Christians 39% · worst: Muslims 14.2%
% of land area

Every other pair

Everything else this measure was tested against, apart from the links that hold up and the pairs built from the same numbers. Sorted by the link after adjusting. Search by name; every column sorts. A small adjusted figure is a result too. It says the two do not move together once income is set aside.

154 of 154
Forest area and Agricultural landCould easily be chance once only countries with similar income are compared. Agricultural land by country-0.46-0.470.076194independent
Forest area and Christian shareCould easily be chance once only countries with similar income are compared. Christian share by country+0.36+0.360.157181independent
Forest area and Political stabilityCould easily be chance once only countries with similar income are compared. Political stability by country+0.30+0.330.142192moderate
Forest area and Electoral democracyCould easily be chance once only countries with similar income are compared. Electoral democracy by country+0.31+0.330.196166moderate
Forest area and Freedom of associationCould easily be chance once only countries with similar income are compared. Freedom of association by country+0.32+0.320.167166moderate
Forest area and PISA readingCould easily be chance once only countries with similar income are compared. PISA reading by country+0.24+0.320.20584high
Forest area and Regime typeCould easily be chance once only countries with similar income are compared. Regime type by country+0.29+0.310.208166moderate
Forest area and Participatory democracyCould easily be chance once only countries with similar income are compared. Participatory democracy by country+0.29+0.310.232166moderate
Forest area and Recycling rateCould easily be chance once only countries with similar income are compared. Recycling rate by country+0.11+0.300.07735moderate
Forest area and Retirement age, womenCould easily be chance once only countries with similar income are compared. Retirement age, women by country+0.31+0.300.35249independent
Forest area and Civil liberties (FH)Could easily be chance once only countries with similar income are compared. Civil liberties (FH) by country-0.29-0.300.254186moderate
Forest area and Female labor participationCould easily be chance once only countries with similar income are compared. Female labor participation by country+0.30+0.300.196175independent
Forest area and Political civil libertiesCould easily be chance once only countries with similar income are compared. Political civil liberties by country+0.30+0.300.218166moderate
Forest area and Governance scoreCould easily be chance once only countries with similar income are compared. Governance score by country+0.28+0.300.355169moderate
Forest area and Women's political empowermentCould easily be chance once only countries with similar income are compared. Women's political empowerment by country+0.28+0.300.226166moderate
Forest area and Liberal democracyCould easily be chance once only countries with similar income are compared. Liberal democracy by country+0.27+0.290.268166moderate
Forest area and Political rights (FH)Could easily be chance once only countries with similar income are compared. Political rights (FH) by country-0.28-0.290.305186moderate
Forest area and Freedom of expressionCould easily be chance once only countries with similar income are compared. Freedom of expression by country+0.28+0.280.211166moderate
Forest area and Free and fair electionsCould easily be chance once only countries with similar income are compared. Free and fair elections by country+0.24+0.270.298166high
Forest area and Civil society participationCould easily be chance once only countries with similar income are compared. Civil society participation by country+0.27+0.270.205166independent
Forest area and Old-age spendingCould easily be chance once only countries with similar income are compared. Old-age spending by country+0.19+0.260.15642independent
Forest area and Gender wage gapCould easily be chance once only countries with similar income are compared. Gender wage gap by country+0.28+0.260.44138independent
Forest area and Religion very importantCould easily be chance once only countries with similar income are compared. Religion very important by country-0.35-0.260.477104high
Forest area and Gender Development IndexCould easily be chance once only countries with similar income are compared. Gender Development Index by country+0.23+0.260.134179high
Forest area and PISA scienceCould easily be chance once only countries with similar income are compared. PISA science by country+0.21+0.260.28284high
Forest area and Women's age at first marriageCould easily be chance once only countries with similar income are compared. Women's age at first marriage by country+0.13+0.250.31940moderate
Forest area and Aid givenAlmost no link either way. Aid given by country+0.04+0.240.20847high
Forest area and Alcohol consumptionCould easily be chance once only countries with similar income are compared. Alcohol consumption by country+0.23+0.240.494182moderate
Forest area and Voice and accountabilityCould easily be chance once only countries with similar income are compared. Voice and accountability by country+0.22+0.240.431192moderate
Forest area and Adolescent fertilityCould easily be chance once only countries with similar income are compared. Adolescent fertility by country+0.13+0.240.421196proxy
Forest area and Migrant share of populationCould easily be chance once only countries with similar income are compared. Migrant share of population by country-0.18-0.240.320196high
Forest area and Vulnerable employmentAlmost no link either way. Vulnerable employment by country+0.06+0.230.272175proxy
Forest area and Population growthCould easily be chance once only countries with similar income are compared. Population growth by country-0.22-0.230.098196moderate
Forest area and Protected landCould easily be chance once only countries with similar income are compared. Protected land by country+0.23+0.230.247195independent
Forest area and Public order spendingAlmost no link either way. Public order spending by country+0.04-0.210.52337high
Forest area and Gini indexCould easily be chance once only countries with similar income are compared. Gini index by country+0.19+0.210.139162moderate
Forest area and Military spendingCould easily be chance once only countries with similar income are compared. Military spending by country-0.20-0.210.447155independent
Forest area and Suicide rateCould easily be chance once only countries with similar income are compared. Suicide rate by country+0.20+0.200.478179independent
Forest area and Unemployment benefit spendingCould easily be chance once only countries with similar income are compared. Unemployment benefit spending by country+0.11+0.200.17539moderate
Forest area and Age at childbearingCould easily be chance once only countries with similar income are compared. Age at childbearing by country-0.16-0.190.488196moderate
Forest area and Married by 18Could easily be chance once only countries with similar income are compared. Married by 18 by country+0.14+0.190.472135moderate
Forest area and Homicide rateCould easily be chance once only countries with similar income are compared. Homicide rate by country+0.18+0.180.227167moderate
Forest area and Corporate tax rateCould easily be chance once only countries with similar income are compared. Corporate tax rate by country+0.22+0.180.29284moderate
Forest area and Equality scoreCould easily be chance once only countries with similar income are compared. Equality score by country-0.10-0.180.089162high
Forest area and Employment in agricultureAlmost no link either way. Employment in agriculture by country+0.03+0.170.465175proxy
Forest area and PISA mathsCould easily be chance once only countries with similar income are compared. PISA maths by country+0.15+0.170.53884high
Forest area and RedistributionAlmost no link either way. Redistribution by country+0.07+0.160.23045moderate
Forest area and Premature NCD mortalityAlmost no link either way. Premature NCD mortality by country+0.08+0.160.263179high
Forest area and Life satisfactionCould easily be chance once only countries with similar income are compared. Life satisfaction by country+0.20+0.160.472158proxy
Forest area and Out-of-pocket health spendingCould easily be chance once only countries with similar income are compared. Out-of-pocket health spending by country-0.16-0.150.395186moderate
Forest area and Child stuntingAlmost no link either way. Child stunting by country+0.05+0.150.432156proxy
Forest area and Population 65+Could easily be chance once only countries with similar income are compared. Population 65+ by country+0.12+0.150.551196high
Forest area and Family benefits spendingAlmost no link either way. Family benefits spending by country+0.02+0.150.34442independent
Forest area and PhysiciansAlmost no link either way. Physicians by country-0.05-0.150.509186proxy
Forest area and Armed conflict presentCould easily be chance once only countries with similar income are compared. Armed conflict present by country-0.15-0.150.193187moderate
Forest area and Women in managementCould easily be chance once only countries with similar income are compared. Women in management by country+0.16+0.140.658148moderate
Forest area and Refugees originatingCould easily be chance once only countries with similar income are compared. Refugees originating by country-0.15-0.140.064190moderate
Forest area and Single-parent householdsCould easily be chance once only countries with similar income are compared. Single-parent households by country+0.13+0.130.605147independent
Forest area and Women in a unionCould easily be chance once only countries with similar income are compared. Women in a union by country-0.14-0.130.134189moderate
Forest area and UrbanizationAlmost no link either way. Urbanization by country-0.08-0.130.629196high
Forest area and Women ministersCould easily be chance once only countries with similar income are compared. Women ministers by country+0.13+0.130.581185independent
Forest area and Compulsory schoolingAlmost no link either way. Compulsory schooling by country-0.09-0.130.214183moderate
Forest area and Primary completionAlmost no link either way. Primary completion by country+0.01-0.130.118161proxy
Forest area and Conflict deathsCould easily be chance once only countries with similar income are compared. Conflict deaths by country-0.13-0.130.080187moderate
Forest area and One-person householdsCould easily be chance once only countries with similar income are compared. One-person households by country+0.19+0.130.672147high
Forest area and Government spending per capitaCould easily be chance once only countries with similar income are compared. Government spending per capita by country-0.22+0.120.65443proxy
Forest area and Divorce rateCould easily be chance once only countries with similar income are compared. Divorce rate by country+0.15+0.120.47545independent
Forest area and Population 0-14Almost no link either way. Population 0-14 by country-0.08-0.120.597196proxy
Forest area and Gender scoreCould easily be chance once only countries with similar income are compared. Gender score by country+0.13+0.120.764179moderate
Forest area and Fertility rateAlmost no link either way. Fertility rate by country-0.09-0.120.551196proxy
Forest area and Out of school, primaryAlmost no link either way. Out of school, primary by country+0.09+0.110.295184moderate
Forest area and Rule of lawCould easily be chance once only countries with similar income are compared. Rule of law by country+0.11+0.110.710192high
Forest area and Median ageAlmost no link either way. Median age by country+0.08+0.110.658196proxy
Forest area and Marriage rate (UN)Could easily be chance once only countries with similar income are compared. Marriage rate (UN) by country-0.12-0.110.312102independent
Forest area and Political corruptionCould easily be chance once only countries with similar income are compared. Political corruption by country-0.11-0.110.607166high
Forest area and Tuberculosis incidenceAlmost no link either way. Tuberculosis incidence by country+0.07+0.110.439194high
Forest area and Birth registrationAlmost no link either way. Birth registration by country-0.05-0.110.328166proxy
Forest area and ResearchersCould easily be chance once only countries with similar income are compared. Researchers by country+0.16+0.100.688129proxy
Forest area and Food insecurityAlmost no link either way. Food insecurity by country-0.05+0.100.325155proxy
Forest area and Birth rateAlmost no link either way. Birth rate by country-0.07-0.100.637196proxy
Forest area and InflationAlmost no link either way. Inflation by country-0.10-0.100.181186independent
Forest area and Youth not in work or studyCould easily be chance once only countries with similar income are compared. Youth not in work or study by country-0.12-0.090.603172high
Forest area and Confidence in religious institutionsCould easily be chance once only countries with similar income are compared. Confidence in religious institutions by country-0.20-0.090.677104moderate
Forest area and Slum share of urban populationAlmost no link either way. Slum share of urban population by country+0.01+0.090.532184high
Forest area and Marriage rateAlmost no link either way. Marriage rate by country-0.08-0.090.68646independent
Forest area and Market-income GiniAlmost no link either way. Market-income Gini by country-0.04-0.090.65445moderate
Forest area and Corruption Perceptions IndexCould easily be chance once only countries with similar income are compared. Corruption Perceptions Index by country+0.11+0.090.721173high
Forest area and Religiously unaffiliatedCould easily be chance once only countries with similar income are compared. Religiously unaffiliated by country+0.10+0.090.717181moderate
Forest area and Internet usersAlmost no link either way. Internet users by country-0.01-0.090.635194proxy
Forest area and Life expectancyAlmost no link either way. Life expectancy by country-0.02-0.090.567196proxy
Forest area and Self-reported happinessAlmost no link either way. Self-reported happiness by country+0.00-0.090.718104moderate
Forest area and Informal employmentCould easily be chance once only countries with similar income are compared. Informal employment by country-0.15+0.080.668140proxy
Forest area and Infrastructure scoreAlmost no link either way. Infrastructure score by country-0.01-0.080.297195proxy
Forest area and Government consumptionAlmost no link either way. Government consumption by country+0.09+0.080.400175independent
Forest area and GDP growthAlmost no link either way. GDP growth by country-0.08-0.080.608196moderate
Forest area and Children with one parentAlmost no link either way. Children with one parent by country-0.10-0.070.81638independent
Forest area and Pre-trial detainee shareAlmost no link either way. Pre-trial detainee share by country+0.06+0.070.642169independent
Forest area and UnemploymentAlmost no link either way. Unemployment by country-0.08-0.070.728175independent
Forest area and Frequent prayerCould easily be chance once only countries with similar income are compared. Frequent prayer by country-0.30-0.070.83176high
Forest area and Extreme poverty rateAlmost no link either way. Extreme poverty rate by country+0.01+0.070.561162proxy
Forest area and Government expenseAlmost no link either way. Government expense by country-0.07-0.070.569150moderate
Forest area and Control of corruptionAlmost no link either way. Control of corruption by country+0.08+0.070.799192high
Forest area and Mean years of schoolingAlmost no link either way. Mean years of schooling by country+0.08+0.070.688186proxy
Forest area and Pupil-teacher ratioAlmost no link either way. Pupil-teacher ratio by country-0.05-0.070.611178proxy
Forest area and Divorce rate (UN)Almost no link either way. Divorce rate (UN) by country-0.07-0.070.81394independent
Forest area and Anaemia in womenAlmost no link either way. Anaemia in women by country-0.08-0.070.741185high
Forest area and Male labor participationAlmost no link either way. Male labor participation by country-0.06-0.060.629175independent
Forest area and Basic sanitationAlmost no link either way. Basic sanitation by country-0.02-0.060.766195high
Forest area and Expected schoolingAlmost no link either way. Expected schooling by country+0.08+0.060.785186proxy
Forest area and UndernourishmentAlmost no link either way. Undernourishment by country-0.01+0.060.735161proxy
Forest area and Hours workedAlmost no link either way. Hours worked by country+0.00-0.050.78638high
Forest area and Basic water accessAlmost no link either way. Basic water access by country-0.01-0.050.673195proxy
Forest area and Interpersonal trustAlmost no link either way. Interpersonal trust by country+0.09-0.050.795104high
Forest area and Health coverage indexAlmost no link either way. Health coverage index by country+0.02-0.050.607186proxy
Forest area and Adult literacyAlmost no link either way. Adult literacy by country+0.10+0.050.659134high
Forest area and Trust in governmentAlmost no link either way. Trust in government by country-0.02+0.050.88047moderate
Forest area and Gender Inequality IndexAlmost no link either way. Gender Inequality Index by country-0.03+0.050.863169proxy
Forest area and Trade opennessAlmost no link either way. Trade openness by country-0.02-0.040.525177moderate
Forest area and Education spendingAlmost no link either way. Education spending by country-0.04-0.040.633185independent
Forest area and Hospital bedsAlmost no link either way. Hospital beds by country+0.10+0.040.858171high
Forest area and Retirement age, menAlmost no link either way. Retirement age, men by country+0.07+0.040.92749independent
Forest area and Regulatory qualityAlmost no link either way. Regulatory quality by country+0.02-0.040.902192proxy
Forest area and Active labour market spendingCould easily be chance once only countries with similar income are compared. Active labour market spending by country-0.12+0.040.77042moderate
Forest area and Secondary enrollmentAlmost no link either way. Secondary enrollment by country+0.02-0.030.608185high
Forest area and Tobacco useAlmost no link either way. Tobacco use by country+0.04+0.030.891164independent
Forest area and Health scoreAlmost no link either way. Health score by country+0.05+0.030.906186moderate
Forest area and Fixed broadbandAlmost no link either way. Fixed broadband by country+0.01-0.030.889194proxy
Forest area and Adult obesityAlmost no link either way. Adult obesity by country-0.01-0.030.893188moderate
Forest area and Births outside marriageAlmost no link either way. Births outside marriage by country-0.00-0.030.95842independent
Forest area and FDI inflowsAlmost no link either way. FDI inflows by country+0.03+0.020.905192independent
Forest area and Under-5 mortalityAlmost no link either way. Under-5 mortality by country-0.06-0.020.837187proxy
Forest area and Tax revenueAlmost no link either way. Tax revenue by country-0.03-0.020.930150moderate
Forest area and Primary enrollmentAlmost no link either way. Primary enrollment by country-0.02-0.020.869190independent
Forest area and CO2 per capitaAlmost no link either way. CO2 per capita by country+0.03+0.020.962189proxy
Forest area and Wellbeing scoreCould easily be chance once only countries with similar income are compared. Wellbeing score by country+0.18+0.020.947104high
Forest area and HDIAlmost no link either way. HDI by country+0.06+0.010.939186proxy
Forest area and Education scoreAlmost no link either way. Education score by country+0.03+0.010.937189proxy
Forest area and Inequality-adjusted HDIAlmost no link either way. Inequality-adjusted HDI by country+0.10+0.010.933166proxy
Forest area and Electricity accessAlmost no link either way. Electricity access by country+0.01-0.010.954196high
Forest area and Labour scoreAlmost no link either way. Labour score by country+0.05-0.010.971183high
Forest area and Infant mortalityAlmost no link either way. Infant mortality by country-0.05-0.010.941187proxy
Forest area and Women in parliamentAlmost no link either way. Women in parliament by country+0.00-0.010.981185independent
Forest area and Religious attendanceCould easily be chance once only countries with similar income are compared. Religious attendance by country-0.18-0.010.981102high
Forest area and Skilled birth attendanceAlmost no link either way. Skilled birth attendance by country+0.04-0.010.966176high
Forest area and HIV prevalenceAlmost no link either way. HIV prevalence by country+0.00+0.010.962148moderate
Forest area and Road traffic deathsAlmost no link either way. Road traffic deaths by country-0.04-0.010.981183high
Forest area and Government effectivenessAlmost no link either way. Government effectiveness by country+0.04+0.000.987192proxy
Forest area and Tertiary enrollmentAlmost no link either way. Tertiary enrollment by country+0.07+0.000.956176high
Forest area and Mobile subscriptionsAlmost no link either way. Mobile subscriptions by country+0.02+0.000.983195moderate
Forest area and Maternal mortalityAlmost no link either way. Maternal mortality by country-0.04+0.000.982187proxy
Forest area and Health spendingAlmost no link either way. Health spending by country+0.01+0.000.992186independent
Forest area and GDP per capita (PPP)One side of this pair is national income itself, the thing the other figures adjust for. Adjusting income for income leaves nothing, so there is no adjusted figure. The unadjusted link shows how closely the other measure follows income. GDP per capita (PPP) by country-0.03——196proxy
Forest area and GNI per capita (PPP)One side of this pair is national income itself, the thing the other figures adjust for. Adjusting income for income leaves nothing, so there is no adjusted figure. The unadjusted link shows how closely the other measure follows income. GNI per capita (PPP) by country-0.07——194proxy
Forest area and GDP per capita (market)One side of this pair is national income itself, the thing the other figures adjust for. Adjusting income for income leaves nothing, so there is no adjusted figure. The unadjusted link shows how closely the other measure follows income. GDP per capita (market) by country-0.05——196proxy

Source

Food and Agriculture Organization

CC BY 4.0 · licence terms · updated quarterly

World Bank, World Development Indicators