Different Regions Of Finland Research Articles

Environmental, social, and economic challenges to forest-based micro-entrepreneurship: a comparative case study in Finland

Countries worldwide, especially Nordic countries, have proposed a forest-based bioeconomy to halt systemic risks, such as climate change, and to create socioeconomic welfare. Entrepreneurs operating in various business sectors and regions face several complex challenges in this regard. However, the challenges faced by forest-based micro-entrepreneurs have not been addressed across various regions using systems thinking. This comparative case study aimed to identify the environmental, social, and economic challenges faced by forest-based micro-entrepreneurs and the spatial features of these challenges—their scale, interactions, and prevalence—in two different regions in Finland: Lapland and South Karelia. These regions’ economies rely heavily on the recreational value of nature and on the large-scale pulp and paper industries, respectively. Semi-structured interviews were conducted with micro-entrepreneurs from various sectors, such as forestry, logging, tourism, and natural products. The data were analyzed using qualitative content analysis. The framework used enabled a deeper spatial understanding of the challenges experienced by forest-based micro-entrepreneurs. The micro-entrepreneurs in the two case regions had great similarities in terms of themes related to trust, workload, and labor shortage. This may hinder the implementation of new practices in regional forest-based bioeconomy development. Future quantitative studies could validate the identified challenges for further policy development.

The effects of the EU’s forest-related policies on harvesting costs in Finland

The EU’s influence on national forest policies is growing, and the implementation of forest-related policies proposed by the Commission will affect the practice of forestry in Europe. For instance, the Nature Restoration Law sets concrete areal goals for restoring forest ecosystems and for conservation, the Deforestation Regulation requires meticulous tracking of wood’s origin, and the renewed Renewable Energy Directive (RED III) sets new criteria to sustainable forest biomass procurement. So far there have been no studies that have looked into the impacts from the economic and operational point of view. In this study, structural systems analysis was first performed to discover the relevant variables (and their functioning) associated with the roundwood harvesting operations and the operating environment. A scenario approach was then applied to capture the potential levels of implementation of the EU’s forest-related policies. Finally, using different scenarios (low-, moderate- and high-impact) and a systems analysis framework, the impact of alternative levels of implementation was quantified in terms of harvesting costs, measured in € m–3. The results indicate that with the low- and moderate-impact scenarios the harvesting costs would increase by less than 10% from the current levels in three different regions in Finland. Such an increase (less than 10%) could be tolerated over a period of a few years, but a sudden increase is likely to lead to challenges to the running of businesses. With the high-impact scenario the harvesting costs would increase by between 15% and 18%, depending on the region. This magnitude of increase (of approximately a sixth) corresponds to a severe change in the roundwood harvesting operations and operating environment.

Potential of Carbon Offsets to Promote the Management of Capercaillie Lekking Sites in Finnish Forests

Competition between the economic and natural assets of forests is emphasised in capercaillie lekking sites, which are often located within production forests. In this study, we assessed the potential use of carbon offsets as income for the management of capercaillie lekking sites. We ran simulations and optimisations for two alternative forest management scenarios in ten forest holdings located in five different regions of Finland. The size of each forest holding was approximately 30 hectares, of which 5 hectares was included in a lekking site. The basic scenario followed forest management recommendations, and the carbon sequestration scenario aimed to enhance biodiversity maintenance in a way that enabled carbon offsets to be obtained for the lekking site. We found that the decrease in revenue from timber sales was generally so small that the income from carbon offsets provided an economically better choice. Furthermore, the cost-effectiveness of carbon sequestration did not seem to be restricted to a specific location. The approach we introduced can be utilised in future decision making in the forestry sector to promote the coordination of nature management and forestry. Moreover, carbon pools should be considered more comprehensively in future research.

Nationwide and regional trends in distance and near visual acuities during 2000-2017 in Finland.

To evaluate time trends in distance and near vision at the national and regional levels during 2000-2017 in Finland. We used three cross-sectional, nationwide health examination surveys representing the Finnish adult population aged 30 years or older in 2000, 2011 and 2017. Bilateral, habitual distance and near visual acuity (VA) were measured in all three surveys. The prevalence of good distance vision (VA ≥ 1.0) increased from 76.7% to 81.3% during 2000-2017 while the prevalence of weak or worse distance vision (VA ≤ 0.5) decreased from 7.6% to 3.7%. The improvements were largest among those aged 85 years and older: the prevalence of distance VA ≤ 0.5 decreased from 71.8% to 28.3%. Near vision showed improvement to a lesser extent in the total population; nevertheless, among those aged 85 years and older the prevalence of weak or worse near vision (VA ≤ 0.5) decreased from 62.3% to 27.1%. A similar positive time trend was observed in all main regions of Finland, and differences between urban and rural regions were small. During the past two decades, the overall vision level has improved among the adult population. This is explained mostly by a positive shift from lower to higher vision levels among older age groups, indicating that people live longer with good or adequate vision. This positive trend showed remarkable similarity throughout different regions in Finland, highlighting the importance of equal and accessible eye care throughout the country.

“Local cooperation has been the cornerstone”: facilitators and barriers to resilience in a decentralized health system during COVID-19 in Finland

PurposeThe purpose of this study was to elucidate facilitators and barriers to health system resilience and resilient responses at local and regional levels during the first year of the COVID-19 pandemic in Finland.Design/methodology/approachThe authors utilized a qualitative research approach and conducted semi-structured interviews (n = 32) with study participants representing five different regions in Finland. Study participants were recruited using purposive and snowball sampling. All study participants had been in management and civil servant positions during the first year of the pandemic, representing municipalities, municipalities' social and healthcare services, hospital districts and regional state administrative agencies. All interviews were completed remotely from April to December 2021 and the recordings transcribed verbatim. The authors coded the transcripts in ATLAS.ti 9.1 using directed content analysis.FindingsThe findings highlighted a wide range of localized responses to the pandemic in Finland. Facilitators to health system resilience included active networks of cooperation, crisis anticipation, transitioning into crisis leadership mode, learning how to incorporate new modes of operation, as well as relying on the competencies and motivation of health workforce. The authors found several barriers to health system resilience, including fragmented organization and management particularly in settings where integrated health care systems were not in place, insufficient preparedness to a prolonged crisis, lack of reliable information regarding COVID-19, not having plans in place for crisis communication, pandemic fatigue, and outflux of health workforce to other positions with better compensation and working conditions.Originality/valueFactors affecting health system resilience are often studied at the aggregate level of a nation. This study offers insights into what resilient responses look like from the perspective of local and regional actors in a decentralized health system. The results highlight that local capacities and context matter greatly for resilience. The authors call for more nuanced analyses on health systems and health system resilience at the sub-national level.

EMS non-conveyance: A safe practice to decrease ED crowding or a threat to patient safety?

BackgroundThe safety of the Emergency Medical Service’s (EMS’s) non-conveyance decision was evaluated by EMS re-contacts, primary health care or emergency department (ED) visits, and hospitalization within 48 h. The secondary outcome was 28-day mortality.MethodsThis cohort study used prospectively collected data on non-conveyed EMS patients from three different regions in Finland between June 1 and November 30, 2018. The Adjusted International Classification of Primary Care (ICPC2) as the reason for care was compared to hospital discharge diagnoses (ICD10). Multivariable logistic regressions were used to determine factors that were independently associated with adverse outcomes. Results are presented with adjusted odds ratios (aORs) together with 95% confidence intervals (CIs). Data regarding deceased patients were reviewed by the study group.ResultsOf the non-conveyed EMS patients (n = 11,861), 6.3% re-contacted the EMS, 8.3% attended a primary health care facility, 4.2% went to the ED, 1.6% were hospitalized, and 0.1% died 0–24 h after the EMS mission. The 0–24 h adverse event rate was higher than 24–48 h. After non-conveyance, 32 (0.3%) patients were admitted to an intensive care unit within 24 h. Primary non-urgent EMS mission (aOR 1.49; 95% CI 1.25 to 1.77), EMS arrival at night (aOR 1.82; 95% CI 1.58 to 2.09), ALS unit type vs BLS (aOR 1.43; 95% CI 1.16 to 1.77), rural area (aOR 1.74; 95% CI 1.51 to 1.99), and older patient age (aOR 1.41; 95% CI 1.20 to 1.66) were associated with subsequent primary health care visits (0–24 h).ConclusionsFour in five non-conveyed patients did not have any re-contact in follow-up period. EMS non-conveyance seems to be a relatively safe method of focusing ED resources and avoiding ED crowding.

An empirical model of social and healthcare educators' continuing professional development in Finland.

The objective of this work was to develop and test an empirical model of social and healthcare educators' continuing professional development. A cross-sectional survey study design was adopted, and a total of 422 part-time and full-time social and healthcare educators from 28 universities of applied sciences and vocational schools in different regions of Finland participated. Data were collected from October to December in 2018. The participants taught in the fields of healthcare, social services, and rehabilitation. The questionnaire included the EduProDe scale and background questions. Confirmatory factor analysis and structural equation modelling were used to develop the model, and its quality was assessed by computing goodness of fit indexes. The main finding was that when educators understand the benefits of continuing professional development, they will recognise their developmental needs and proactively seek support from their superiors. The results obtained provide insight into the preconditions for professional development and offer guidance for the design of future shared development programmes or activities for social and healthcare educators.

Does health literacy explain regional health disparities among adolescents in Finland?

Health literacy (HL)-as a broad range of health-related competencies-has been proposed to be a promising construct in understanding health disparities better, also among adolescents. Several factors have been found to explain differences in adolescents' HL levels; however, not much is known about how different regions of a country or majority/minority status is associated with HL, or whether HL is associated with regional health disparities. The aim of this study was to examine and compare HL and health levels among majority- and minority-language-speaking adolescents living in different regions of Finland, and to explore if HL explains regional health disparities, taking into account other important structural stratifying factors. The study uses Health Behaviour in School-aged Children survey data, collected among 13- and 15-year-old pupils in Finnish- and Swedish-speaking schools in Finland in 2014 (N = 3853/1123; 85/83%). Findings suggest that regional differences in HL levels and regional health disparities exist in both language groups. Health disparities were present in the Finnish-speaking sample among boys, the proportion rating their health as excellent ranging from 23 to 31% across regions, and in the Swedish-speaking sample among girls, the corresponding numbers ranging from 13 to 20%. In addition to other important structural stratifying factors, comprehensive HL explains these regional health disparities. This study adds to prior studies on the role of HL as a modifiable health resource by showing that regional health disparities among adolescents can partially be attributed to corresponding HL differences.

Efficacy of Work–Life Orientation: Region and Parents’ Education as Background Factors

This study detected and analyzed changes that took place in students’ attitudes toward their future education and occupation after completion of the 3-year orientation to work–life through Grades 7 to 9 in different regions in Finland. The changes in the correlations of attitudes were seen as both precursors and consequences of the students’ engagement in the work–life orientation (WLO) program. The changes were postulated not to correlate with the respondents’ region and parents’ education. The empirically measured changes in students’ attitudes served as indicators of the efficacy of WLO. Efficacy referred to the power of WLO to produce effects in the form of changes in attitudes toward educational and occupational choices. Consequently, tentative hypotheses were formed to be tested through empirical observations (measurement points) of WLO. WLO was expected to positively affect student motivation and to guide idiographic decision-making concerning personal goals. Using an alpha level of .05, an independent samples test was conducted to evaluate whether independence, flexibility, and self-direction differed significantly in the measurement groups. For the WLO effect sizes (ES) estimation and for the comparison of the groups, Cohen’s ds were calculated. WLO had a small to medium effect on independence and flexibility, and a near zero effect on self-direction. No notable regional differences in the variance of the students’ attitudes were detected although the social environments differed considerably with regard to industrial structure. The statistically significant proportional differences between the parents’ educational levels did not correlate with the efficacy of WLO.

The role of health literacy in explaining regional health differences among adolescents

Abstract Background Health disparities in adolescence track forward to adulthood. In understanding disparities better, health literacy (HL) - as a broad range of health-related competencies - has been identified as a valuable construct. Higher HL has been associated with better health outcomes, also among adolescents. Not much is known about how language or region in a bilingual country is associated with HL, or how HL is associated with regional health disparities. The aim of this study, in a bilingual country, was a) to examine and compare HL and health levels among majority and minority language speaking adolescents in different regions of Finland, and b) to explore if HL explains possible regional health differences in these two language groups, taking into account other important structural stratifying factors. Methods The data of 13- and 15-year-olds were obtained from the Health Behaviour in School-aged Children study, conducted in Finnish- and Swedish-speaking schools in Finland in 2014 (N = 3853/1123; 85/83%). HL was measured with the HLSAC-instrument. The data were analysed by logistic regression and interaction analyses. Results In the total sample, 23% rated their health as excellent; 33% had a high and 10% a low HL. The preliminary findings showed no differences in health or HL between the language groups. However, regional health differences were found in both language groups: in the Finnish-speaking sample among boys, and in the Swedish-speaking sample among girls. Findings also showed regional differences in HL levels in both language groups, especially among the Swedish-speaking minority group. Comprehensive HL was an independent factor in explaining these regional health differences. Conclusions This study adds to prior studies on the role of HL as a modifiable health resource by showing that in addition to other structural stratifying factors comprehensive HL explains regional health disparities among adolescents in a bilingual country. Key messages This study in a bilingual country found regional health disparities and regional differences in HL levels among both majority and minority language speaking adolescents. In both language groups, taking into account other important structural stratifying factors, comprehensive HL was an independent factor in explaining the regional health differences.

Neighbors matter: Geographical distance and trade timing in the stock market

The starting point of this paper is that neighboring investors may talk to each other sharing information about their transactions in stock markets, leading to similar trading behavior. We find that pairwise trade timing similarities between investor pairs are negatively associated to geographical distance between corresponding investor pairs. This suggests that local information transfer channels between neighboring individual investors are used in decision making. We also observe that differences in age and language moderate this association. The analysis is conducted using investor level data from different regions of Finland.

Neighbors Matter: Geographical Distance and Trade Timing in the Stock Market

The starting point of this paper is that neighboring investors may talk to each other sharing information about their transactions in stock markets, leading to similar trading behavior. We find that pairwise trade timing similarities between investor pairs are negatively associated to geographical distance between corresponding investor pairs. This suggests that local information transfer channels between neighboring individual investors are used in decision making. We also observe that differences in age and language moderate this association. The analysis is conducted using investor level data from different regions of Finland.

Frequency and occurrence of the carrot pathogen ‘Candidatus Liberibacter solanacearum’ haplotype C in Finland

Occurrence of ‘Candidatus Liberibacter solanacearum’ (CLso) was studied in field‐grown carrots (Daucus carota) in different regions of Finland. In addition, the frequency of CLso in carrots and in field populations of its vector, the carrot psyllid (Trioza apicalis), was studied in southwestern Finland. CLso was detected in six of the seven regions where the main carrot cultivation areas are located. The highest disease incidence was found in southwestern Finland, in the area where this carrot pathogen was originally found. In the Tavastia Proper and Southwest Finland regions, CLso was detected in 26 out of 30 randomly chosen fields inspected in 2013 and 2014, and in a third of those fields more than 10% of plants showed symptoms. Of those carrots showing both psyllid feeding‐associated leaf curling and CLso infection‐associated leaf discolouration symptoms, 77% were CLso positive in the PCR test. Some symptomless carrots from the affected fields also tested positive. Of the carrot psyllid individuals collected from the same area, 60% were CLso positive. Elsewhere, disease incidence was variable in South Ostrobothnia in western Finland and low but established in South Savonia in eastern Finland. CLso was not detected in the North Ostrobothnia region. Sequencing of the amplified DNA fragments confirmed that the bacteria in the carrot samples from different areas within Finland all represented CLso haplotype C. The frequent occurrence and wide distribution of this pathogen, transmitted by a psyllid that does not migrate over long distances, suggest that it is persistent in Finland.

Extraction of magnesium from four Finnish magnesium silicate rocks for CO2 mineralisation - Part 1: Thermal solid/solid extraction

The only option for carbon capture and storage (CCS) in Finland is mineral carbonation, which has been extensively researched at Åbo Akademi University (ÅA). Finding suitable minerals for mineral carbonation in different regions of Finland will keep transportation of either CO2 or the actual mineral at a lowest possible level. Four different rocks from different regions in Finland have been compared with respect to composition and possibility to extract magnesium. This paper presents experiments applying thermal solid/solid extraction. It was found that a mixture of ammonium sulphate (AS) and ammonium bisulphate (ABS) could extract a significant part of magnesium compared to tests using only AS or ABS. Serpentinite rock is also the best option for magnesium extraction while diopside and magnesiohornblende are much less reactive. Continuous mixing during the experiment in a rotary tube and adding some water to the solid/solid mixture gives better extraction results. The binding capacities of CO2 in the serpetinites with respect to the magnesium extractions achieved in this study are 240kg CO2/ton rock (Serp-A) and 207kg CO2/ton rock (Serp-B).

Prevalence estimation of tick-borne encephalitis virus (TBEV) antibodies in dogs from Finland using novel dog anti-TBEV IgG MAb-capture and IgG immunofluorescence assays based on recombinant TBEV subviral particles

Tick-borne encephalitis (TBE) is one of the most dangerous human neurological infections occurring in Europe and Northern parts of Asia with thousands of cases and millions vaccinated against it. The risk of TBE might be assessed through analyses of the samples taken from wildlife or from animals which are in close contact with humans. Dogs have been shown to be a good sentinel species for these studies. Serological assays for diagnosis of TBE in dogs are mainly based on purified and inactivated TBEV antigens. Here we describe novel dog anti-TBEV IgG monoclonal antibody (MAb)-capture assay which is based on TBEV prME subviral particles expressed in mammalian cells from Semliki Forest virus (SFV) replicon as well as IgG immunofluorescence assay (IFA) which is based on Vero E6 cells transfected with the same SFV replicon. We further demonstrate their use in a small-scale TBEV seroprevalence study of dogs representing different regions of Finland. Altogether, 148 dog serum samples were tested by novel assays and results were compared to those obtained with a commercial IgG enzyme immunoassay (EIA), hemagglutination inhibition test and IgG IFA with TBEV infected cells. Compared to reference tests, the sensitivities of the developed assays were 90–100% and the specificities of the two assays were 100%. Analysis of the dog serum samples showed a seroprevalence of 40% on Åland Islands and 6% on Southwestern archipelago of Finland. In conclusion, a specific and sensitive EIA and IFA for the detection of IgG antibodies in canine sera were developed. Based on these assays the seroprevalence of IgG antibodies in dogs from different regions of Finland was assessed and was shown to parallel the known human disease burden as the Southwestern archipelago and Åland Islands in particular had considerable dog TBEV antibody prevalence and represent areas with high risk of TBE for humans.

Test based on subtype-specific μ-capture IgM immunoassay can distinguish between infections of European and Siberian subtypes of tick-borne encephalitis virus

BackgroundIn many European countries (including Finland, Estonia, Latvia and Russia) two subtypes of tick-borne encephalitis virus (TBEV) occur with overlapping geographic distribution yet with apparently different severity and persistence of symptoms. However, it has not usually been possible to distinguish these infections in the laboratory, as TBEV RNA or sequences have rarely been retrieved from patients seeking medical care in the second phase of infection when the neurological symptoms occur, and serological tests have so far not been able to discriminate between the subtype-specific responses. ObjectivesThe aim of this study was to assess the applicability of a μ-capture enzyme immunoassay (EIA) based on TBEV prME subviral particles produced in mammalian cells from Semliki-Forest virus replicons (SFV-prME EIA) to distinguish reactivity to European and Siberian strains of TBEV. Study designAltogether 54 TBEV IgM positive acute human serum samples and 6 positive cerebrospinal fluid (CSF) samples from different regions of Finland were tested in EIA with subtype-specific antigens and TBEV-IgM subtype-specific index ratios were determined. ResultsAll 30 samples from patients whose transmission had occurred in foci where only Siberian subtype of TBEV is occurring had an index ratio of more than 1.8, whereas all 30 acute TBE samples from an area where only European subtype circulates had an index ratio below 1.5. ConclusionsWe conclude that the assay is a useful tool to distinguish between acute infections of European and Siberian strains of TBEV, and should help in further studies of the clinical outcome of these two subtypes.

Genetic variation in the hTAS2R38 taste receptor and food consumption among Finnish adults.

Genetic variation in bitter taste receptors, such as hTAS2R38, may affect food preferences and intake. The aim of the present study was to investigate the association between bitter taste receptor haplotypes and the consumption of vegetables, fruits, berries and sweet foods among an adult Finnish population. A cross-sectional design utilizing data from the Cardiovascular Risk in Young Finns cohort from 2007, which consisted of 1,903 men and women who were 30–45 years of age from five different regions in Finland, was employed. DNA was extracted from blood samples, and hTAS2R38 polymorphisms were determined based on three SNPs (rs713598, rs1726866 and rs10246939). Food consumption was assessed with a validated food frequency questionnaire. The prevalence of the bitter taste-sensitive (PAV/PAV) haplotype was 11.3 % and that of the insensitive (AVI/AVI) haplotype was 39.5 % among this Finnish population. PAV homozygotic women consumed fewer vegetables than did the AVI homozygotic women, 269 g/day (SD 131) versus 301 g/day (SD 187), respectively, p = 0.03 (multivariate ANOVA). Furthermore, the intake of sweet foods was higher among the PAV homozygotes of both genders. Fruit and berry consumption did not differ significantly between the haplotypes in either gender. Individuals perceive foods differently, and this may influence their patterns of food consumption. This study showed that the hTAS2R38 taste receptor gene variation was associated with vegetable and sweet food consumption among adults in a Finnish population.

Emergence of avian infectious bronchitis in a non-vaccinating country

Infectious bronchitis virus (IBV) is a coronavirus of the chicken. It is a highly contagious pathogen and in addition to causing respiratory and kidney diseases can affect the reproductive organs, resulting in loss of production and poor egg quality. Despite the global distribution of IBV, Finland has been free of clinical cases for almost three decades. Since April 2011, outbreaks involving genotypes QX, D274-like and 4/91-like have occurred in southern Finland. The clinical samples studied were submitted to the Finnish Food Safety Authority Evira from different regions of Finland during 2011 to 2013 and originated from a voluntary health monitoring programme, a national survey for avian influenza and diagnostic specimens from both commercial poultry production and hobby flocks. The sources of the infections are not known, but strains D274 and 4/91 are widely used in vaccines elsewhere.

Comparison of Resource Utilization in the Treatment of Open‐Angle Glaucoma between Two Cities in Finland: Is More Better?

Glaucoma is a progressive optic neuropathy associated with neural rim loss of the optic disc and the retinal nerve fibre layer typically causing visual field (VF) deterioration. Generally, glaucomatous lesions in the eye and in the visual field progress slowly over the years. In population-based cross-sectional studies, the percentage of unilateral or bilateral visual impairment varied between 3-12%. In screening studies, 0.03-2.4% of patients have been found to suffer visual impairment. Glaucoma has previously been associated with substantial healthcare costs and resource consumption attributable to the treatment of the disease. The disease also causes reduction in health-related quality of life (HRQoL) in patients with glaucoma. This study compares patients with diagnosed open-angle glaucoma from two geographically different regions in Finland. A total of 168 patients were examined, 85 subjects from an area with higher per patient treatment costs (Oulu) and 83 patients from a region with lower per patient treatment costs (Turku). All patients had a history of continuous glaucoma medication use for a period of 11 years. For each patient, the total direct costs from glaucoma treatment were calculated and the total amount of resource consumption was determined from registries and patient records. Each patient underwent a clinical examination with visual field assessment and fundus photography. These data were used to determine the current stage of disease for each patient. Health-related quality of life questionnaire (15D) was used in determining each patient's subjective HRQoL score. When applying the current diagnostic criteria for open-angle glaucoma, a total of 40% of patients did not to display any structural or functional damage suggesting glaucoma after 11 years of continuous medical treatment and follow-up. Patients with higher glaucoma stage (worse disease) were found to have statistically higher treatment costs compared with those at lower disease stages. Resource consumption was also greater in the patients in higher glaucoma stage. Patients in the Oulu district consumed more resources, and glaucoma treatment was more expensive than in the Turku area. The total treatment cost in Oulu and Turku was 6010 € and 4452 €, respectively, for the whole 11-year period. There was no statistically significant difference in quality-of-life scores between the two areas. No difference was noted between the higher-spending and lower-spending areas in this respect. However, when the population was analysed as a whole, patients with higher glaucoma stage were found to have lower vision-based 15D scores compared with those at lower disease stages. This observation was made also at both districts independently. Major cost source in open-angle glaucoma treatment is medication, up to 74% of annual costs. In addition, it seems that higher resource consumption and higher treatment costs do not increase the patients' HRQoL as assessed by the 15D instrument.

Long-term temporal changes in the occurrence of a high forest fire danger in Finland

Abstract. Climate variation and change influence several ecosystem components including forest fires. To examine long-term temporal variations of forest fire danger, a fire danger day (FDD) model was developed. Using mean temperature and total precipitation of the Finnish wildfire season (June–August), the model describes the climatological preconditions of fire occurrence and gives the number of fire danger days during the same time period. The performance of the model varied between different regions in Finland being best in south and west. In the study period 1908–2011, the year-to-year variation of FDD was large and no significant increasing or decreasing tendencies could be found. Negative slopes of linear regression lines for FDD could be explained by the simultaneous, mostly not significant increases in precipitation. Years with the largest wildfires did not stand out from the FDD time series. This indicates that intra-seasonal variations of FDD enable occurrence of large-scale fires, despite the whole season's fire danger is on an average level. Based on available monthly climate data, it is possible to estimate the general fire conditions of a summer. However, more detailed input data about weather conditions, land use, prevailing forestry conventions and socio-economical factors would be needed to gain more specific information about a season's fire risk.