Metsämaan vesitaseen muutokset Suomessa ilmaston muuttuessa

Muuttuva ilmasto, erityisesti kohoava lämpötila ja hiilidioksidipitoisuus, ei voi olla vaikuttamatta metsien kasvuun Suomessa. Metsätalouden sopeutumistoimilla voidaan pyrkiä lisääntyvän tuotospotentiaalin hyödyntämiseen ja metsätuhoriskien pienentämiseen. Sopeutumistoimien suunnittelemiseksi tarvitaan kuitenkin ensin tietoa siitä, miten ilmasto muuttuu ja mitä vaikutuksia ilmastonmuutoksella on. Työni oli osa vuonna 2005 käynnistettyä Ilmastonmuutoksen sopeutumistutkimusohjelmaa (ISTO). ISTO, ja näin myös oma tutkimukseni, tuottaa siis tietoa, jonka avulla voidaan mukauttaa metsänhoitoa vastaamaan muuttuvia ilmastooloja. Työssä tarkasteltiin maan vesipitoisuutta menneessä, nykyisessä ja muuttuvassa ilmastossa. Tavoitteena oli ennustaa, miten kuivuuden esiintyminen muuttuu Suomessa. Lisäksi menneiden kuivien vuosien kasvuvaikutuksia tutkittiin lustomittausten avulla. Vesitasemuutoksia lähdettiin tutkimaan mallilaskelmilla. Laskelmat perustuivat yksinkertaiseen open bucket – tyyppiseen vesimalliin. Mallissa maaperä ajatellaan tilana, johon sadanta ja lumen sulaminen tuovat vettä. Haihdunta ja valunta päinvastaisesti vähentävät sitä. Mallia sovellettiin Metlan yhdeksällä provenienssikoealueella, joihin lukeutui sekä kuusikoita että männiköitä eri kasvupaikoilta. Mallin yksinkertaisuuden takia koealueilta tarvittiin ainaostaan päivittäiset tiedot lämpötilasta, sadannasta, säteilystä ja VPD:stä. Lisäksi tuli selvittää kasvupaikkojen savi- ja hiekkapitoisuudet maaperäparametrien laskemiseksi. Vesimallilla tehtiin kahdet laskelmat. Ensimmäisissä laskettiin päivittäistä vesitasetta vuosina 1961-2008 mitattua sääaineistoa käyttäen. Toisissa laskelmissa käytettiin mitatusta säädatasta modifioitua sääennustetta. Lämpötilaa ja sadantaa oli kasvatettu vastaamaan vuosisadan lopulle tehtyä ennustetta. Näiden kahden laskelman tuloksia vertailtiin keskenään kuivuuspäivien lukumäärän osalta. Malliin oli siis ohjelmoitu kuivuuspäiväindeksi. Indeksin perusteella kuivuutta katsottiin olleen päivänä, jolloin kasveille käyttökelpoisen veden määrä laski alle 4 prosentin ja haihdunta leikkaantui 90 prosentilla normaalitasoon nähden. Kuivuuspäivät lisääntyivät kaikilla provenienssikoealueilla. Suurin muutos olisi tulosten perusteella odotettavissa etelärannikolla ja männyn kasvupaikoilla, jotka jo entuudestaan olivat alueista kuivimpia. Vähäisin muutos olisi taas odotettavissa kuusen kasvupaikoilla, etenkin jos sijainti ei ole aivan eteläisimmässä Suomessa. Kasvuvaikutuksia koskevien tulosten perusteella maan vesipitoisuus ei ole ollut merkittävä lustojen kasvua rajoittava tekijä provenienssikoealueilla menneinä vuosikymmeninä. Kuivuuspäivien määriin ei tule suhtautua absoluuttisina totuuksina, sillä ne ovat määritelmänsä mukaisesti vain suuntaa antavia. Niiden avulla voidaan tehdä ainoastaan päätelmiä metsiköiden ja vuosien välisistä suhteellisista eroista ja kehityssuunnista. Suoria johtopäätöksiä puuston kasvusta tai elinvoimaisuudesta ei pystytä tekemään. Eikä myöskään pystytä arvioimaan, reagoivatko mänty ja kuusi ennustettuihin muutoksiin eri tavoin. Voidaan kuitenkin päätellä, että keskimääräisten vuotuisten kuivuuspäivien lukumäärän kasvu johtaa brutto- ja nettoprimäärituotoksen vähenemiseen. Tätä kautta kuivuuden lisääntyminen alentaa myös kasvua verrattuna tilanteeseen, jossa kuivuuspäivien määrä pysyisi muuttumattomana.

Nuorten mäntyjen ulkoisen laadun kehitykseen vaikuttavat tekijät

Männyn laatuun vaikuttavista tekijöistä tässä tutkimuksessa selvitettiin, mitkä tekijät aiheuttavat nuorissa männyissä oksikkuutta, mutkaisuutta käsittäen myös lenkouden ja haaraisuutta. Jokaiselle laatuvialle laadittiin kolme eritasoista mallia. Eniten keskityttiin tutkimaan oksikkuutta aiheuttavia tekijöitä, koska oksikkuus vaikuttaa männyn sisäiseen oksaisuuteen, joka on yleisin sahatavarakappaleen laatuluokan määräävä ominaisuus. Lisäksi mutkaisuus ja erityisesti haaraisuus osoittautuivat melko sattumanvaraisesti esiintyviksi laatuvioiksi, minkä takia niiden kehittymiseen vaikuttavia tekijöitä on vaikea määritellä. Tutkimuksessa käytettiin Metsäntutkimuslaitoksen taimikoiden inventointikokeiden (TINKA-kokeet) aineiston ensimmäisen ja kolmannen mittauskerran tuloksia. Näiden mittauskertojen väli oli 15 vuotta. Tutkimuksen perustuminen useampaan kuin yhteen mittauskertaan erottaa tämän tutkimuksen monista muista mäntyjen laatua käsittelevistä tutkimuksista, jotka ovat perustuneet yhden mittauskerran poikkileikkausaineistoon. Laadittujen kolmen eritasoisen mallin perusteella voidaan todeta, että oksikkuuden ja mutkaisuuden kehittymistä mäntyihin pystytään arvioimaan kohtalaisesti jo metsikön perustietojen (syntytapa, kasvupaikka, lämpösumma) avulla, jotka metsänomistajalla on tiedossaan jo taimikkoa perustaessaan. Puutason mittauksilla pystytään selvästi tarkentamaan arviota siitä, tuleeko männystä oksikas vai ei. Sitä vastoin puutason mittaukset parantavat vain vähän arviota mutkaisuuden kehittymisestä. Haaraisuuden esiintymistä luotettavasti ennustavaa mallia ei pystytty tekemään. Oksikkuutta lisääviä tekijöitä mallien mukaan olivat mm. männyn suuri läpimitan kasvu, suuri suhteellinen pituus saman metsikön muihin puihin verrattuna, alhainen kasvatustiheys männyntaimikon alkukehitysvaiheessa ja taimikonhoidon tekemättä jättäminen. Mutkaisuutta lisääviä tekijöitä olivat mm. suuri lämpösumma eli männikön sijainti Etelä-Suomessa, männyn suuri läpimitan kasvu, pieni suhteellinen pituus, alhainen kasvatustiheys männyntaimikon alkukehitysvaiheessa ja taimikonhoidon tekemättä jättäminen. Eri uudistamistavoista kylvö osoittautui parhaimmaksi laadun kannalta sekä oksikkuutta että mutkaisuutta tarkasteltaessa. Haaraisuutta lisääviä tekijöitä olivat mm. pieni lämpösumma eli männikön sijainti Pohjois-Suomessa, männyn suuri läpimitan kasvu ja alhainen kasvatustiheys männyntaimikon alkukehitysvaiheessa.

Uncertainty in forest simulators and forest planning systems

The forest simulator is a computerized model for predicting forest growth and future development as well as effects of forest harvests and treatments. The forest planning system is a decision support tool, usually including a forest simulator and an optimisation model, for finding the optimal forest management actions. The information produced by forest simulators and forest planning systems is used for various analytical purposes and in support of decision making. However, the quality and reliability of this information can often be questioned. Natural variation in forest growth and estimation errors in forest inventory, among other things, cause uncertainty in predictions of forest growth and development. This uncertainty stemming from different sources has various undesirable effects. In many cases outcomes of decisions based on uncertain information are something else than desired. The objective of this thesis was to study various sources of uncertainty and their effects in forest simulators and forest planning systems. The study focused on three notable sources of uncertainty: errors in forest growth predictions, errors in forest inventory data, and stochastic fluctuation of timber assortment prices. Effects of uncertainty were studied using two types of forest growth models, individual tree-level models and stand-level models, and with various error simulation methods. New method for simulating more realistic forest inventory errors was introduced and tested. Also, three notable sources of uncertainty were combined and their joint effects on stand-level net present value estimates were simulated. According to the results, the various sources of uncertainty can have distinct effects in different forest growth simulators. The new forest inventory error simulation method proved to produce more realistic errors. The analysis on the joint effects of various sources of uncertainty provided interesting knowledge about uncertainty in forest simulators.

Country-scale carbon accounting of the vegetation and mineral soils of Finland

The increase in global temperature has been attributed to increased atmospheric concentrations of greenhouse gases (GHG), mainly that of CO2. The threat of severe and complex socio-economic and ecological implications of climate change have initiated an international process that aims to reduce emissions, to increase C sinks, and to protect existing C reservoirs. The famous Kyoto protocol is an offspring of this process. The Kyoto protocol and its accords state that signatory countries need to monitor their forest C pools, and to follow the guidelines set by the IPCC in the preparation, reporting and quality assessment of the C pool change estimates. The aims of this thesis were i) to estimate the changes in carbon stocks vegetation and soil in the forests in Finnish forests from 1922 to 2004, ii) to evaluate the applied methodology by using empirical data, iii) to assess the reliability of the estimates by means of uncertainty analysis, iv) to assess the effect of forest C sinks on the reliability of the entire national GHG inventory, and finally, v) to present an application of model-based stratification to a large-scale sampling design of soil C stock changes. The applied methodology builds on the forest inventory measured data (or modelled stand data), and uses statistical modelling to predict biomasses and litter productions, as well as a dynamic soil C model to predict the decomposition of litter. The mean vegetation C sink of Finnish forests from 1922 to 2004 was 3.3 Tg C a-1, and in soil was 0.7 Tg C a-1. Soil is slowly accumulating C as a consequence of increased growing stock and unsaturated soil C stocks in relation to current detritus input to soil that is higher than in the beginning of the period. Annual estimates of vegetation and soil C stock changes fluctuated considerably during the period, were frequently opposite (e.g. vegetation was a sink but soil was a source). The inclusion of vegetation sinks into the national GHG inventory of 2003 increased its uncertainty from between -4% and 9% to ± 19% (95% CI), and further inclusion of upland mineral soils increased it to ± 24%. The uncertainties of annual sinks can be reduced most efficiently by concentrating on the quality of the model input data. Despite the decreased precision of the national GHG inventory, the inclusion of uncertain sinks improves its accuracy due to the larger sectoral coverage of the inventory. If the national soil sink estimates were prepared by repeated soil sampling of model-stratified sample plots, the uncertainties would be accounted for in the stratum formation and sample allocation. Otherwise, the increases of sampling efficiency by stratification remain smaller. The highly variable and frequently opposite annual changes in ecosystem C pools imply the importance of full ecosystem C accounting. If forest C sink estimates will be used in practice average sink estimates seem a more reasonable basis than the annual estimates. This is due to the fact that annual forest sinks vary considerably and annual estimates are uncertain, and they have severe consequences for the reliability of the total national GHG balance. The estimation of average sinks should still be based on annual or even more frequent data due to the non-linear decomposition process that is influenced by the annual climate. The methodology used in this study to predict forest C sinks can be transferred to other countries with some modifications. The ultimate verification of sink estimates should be based on comparison to empirical data, in which case the model-based stratification presented in this study can serve to improve the efficiency of the sampling design.

Kohti hyvää suometsien hoitoa : harvennusten ja kunnostusojitusten vaikutus ojitusaluemänniköiden puuntuotokseen ja metsänkasvatuksen taloustulokseen

This thesis examines the impacts of silvicultural activities on productivity and financial returns of Scots pine (Pinus sylvestris L.) stands on drained peatlands in Finland. The effects of ditch network maintenance operations (DNM) and thinnings, with different timings and intensities, were studied. Based on stand development simulations, the best regimes for different types of stands according to site type, climatic area, and stand silvicultural status were defined from the viewpoint of both wood production and financial profitability. Certain aspects affecting the management outcomes, such as the timing of the first thinning, were examined using data from thinning experiments. Long-term predictions of the impacts of different management regimes were carried out by simulating the development of well-representative model-stands which were composed from appropriate inventory data sets. The MOTTI stand simulator used to perform the simulations enables the predictions by utilizing specific models for drained peatland stands. In addition to natural stand dynamics, these models describe the effects of silvicultural treatments on the development of a given stand. The mean annual increment of merchantable wood (MAImerch) was used as the measure of wood productivity, and the financial feasibility of the regimes was compared using net present value (NPV) analysis. Silvicultural treatments, when applied to appropriately match stand condition, increased both the productivity and financial returns of stand management. Applying DNM resulted in a small increase in MAImerch. When thinning was introduced along with DNM, their combined effect on wood productivity was considerable. According to current operational practices, DNM is generally combined with thinning. In some cases, e.g., in sites of low productivity, the need for DNM may become apparent prior to the thinning stage. As for profitability, thinnings proved to be crucial. The regimes with heavy and late thinnings were generally more profitable than those with normal thinnings. Further, early thinning (relative to stand volume) lacked appeal when seeking a financially profitable removal from the first thinning. In young stands with an initially poor silvicultural condition, however, applying even a low-yielding first thinning considerably increased the NPV when compared to a regime with no thinning at all. Generally, the regimes resulting in the best profitability included heavier thinnings and fewer DNM and thinning treatments than did the regimes resulting in the best yield results. This study demonstrates considerable potential for profitable wood production-oriented management in pine stands on drained peatlands despite their challenging circumstances and long rotations. The results can be used for defining new and more site-specific silvicultural guidelines for various types of drained, pine-dominated peatland stands within the entire range of boreal conditions.

Nuorten männiköiden kehitys - taimikonhoito ja ensiharvennus

The aim of this study was to investigate the effects of location, site type, regeneration method and precommercial thinning on the characteristics and development of young, even-aged, pure Scots pine stands. In addition, the effects of timing and intensity of first commercial thinning on the yield and profitability during the rotation period were also studied. The stand characteristics and external quality of young Scots pine stands and stand-level growth models were based on extensive inventory data of the Finnish Forest Research Institute for young Scots pine stands (3 measurement times, 192 stands). The effect of precommercial thinning on stand development was examined on the basis of long-term experiments (13 stands, 169 plots). The effect of timing and intensity of the first commercial thinning on yield and profitability were based on measurements made in first commercial thinnings (27 stands of Metsähallitus), and the further stand development was modeled using the MOTTI simulator. The thesis was based on four articles and a summary. Stand level growth models were developed for young, even-aged Scots pine stands. The models reliably predicted the development up until the first commercial thinning stage. The stand density of young Scots pine stands in Finland was moderately low compared to the target values. In addition, the external quality of pines was low on average. The low stand density and poor external quality will result in the need for quality tree selection in thinnings, if high quality sawn timber is required. In Northern Finland, only 20% of the dominant trees were classified as normal. This will lead to the situation where external quality will remain relatively poor up until the end of rotation. Early and light precommercial thinning (Hdom 3 m, to a density of 3000 trees per hectare) increased the thinning removal by 40% compared to late and more intensive precommercial thinning (at 7 meters to a density of 2000 trees per hectare). A model for the effect of precommercial thinning on merchantable thinning removal at the first commercial thinning was developed for forest management planning purposes. When the recommended time of first commercial thinning was delayed from a dominant height of 12 m to 16 m, or by ten years, the yield of merchantable wood was doubled. Simultaneously, the current value of the stumpage revenues (with 4% interest rate) was increased on the average by 65% (330 € per hectare). Variation in stumpage prices or interest rates did not have any effect on the final results. Without exception, delaying the first commercial thinning by ten years seemed to be the most profitable method. This presupposes that precommercial thinning has been carried out at the right time and that tree quality aspects do not be specially considered. Furthermore, the wood yield and economic outcome from the entire rotation were similar regardless of whether the first thinning was performed at the time currently recommended or ten years later.

Kokemuksia tieteellisten jatko-opintojen ohjauksesta Teknillisen korkeakoulun Tuotantotalouden osastolla : Tavoitteeksi suunnitelmallinen ohjaus jatko-opiskelijan kasvun tueksi

Tutkimuksen tarkoituksena oli selvittää Teknillisen korkeakoulun Tuotantotalouden osaston jatko-opintojenohjauksen nykykäytännöt ja kartoittaa jatko-opiskelijoiden kokemuksia jatko-opintojen ohjauksesta. Lisäksi haluttiin kehittää ohjauksen käytäntöjä. Tutkimusote oli kvalitatiivinen ja pääasialliset tutkimusmenetelmät olivat grounded theory ja teemahaastattelu. Jatko-opiskelijoita haastateltiin yhteensä 18 Tuotantotaloudenosaston kaikilta jatkokoulutuslinjoilta: perinteiseltä linjalta, valtakunnallisesta tohtoriohjelmasta ja teollisuuden tohtoriohjelmasta ExIMasta. Tutkimuksen teoriapohjana olivat konstruktivistinen oppimiskäsitys ja sosiaalikonstruktivismi. Tutkimuksessa pyrittiin löytämään tutkimuksen teon elementit ja selvittämään, kuinka tutkijankoulutusprosessia tulisi konstruktivistisen oppimiskäsityksen mukaisesti tukea. Tieteellisen tiedon tuottamista sosiaalisena prosessina ja ryhmän tukea tutkimuksen teossa käsiteltiin sosiaalikonstruktivistisen teorian avulla. Tutkimuksen päätulokseksi saatiin, että jatko-opiskelijan tutkimusprosessin ohjaamiseen kaivataan suunnitelmallisuutta ja struktuuria. Tutkimuksen tuloksena esitetyn ohjausmallin mukaan opiskelija halutaan aktivoida pohtimaan omia tavoitteitaan ja tutkimuksen teon etenemistä sekä ohjaustarpeitaan jatahoja, joista ohjausta voi hakea. Tämän prosessin tueksi sekä jatko-opiskelijan ja ohjaajan avuksi tutkimuksessa esitetään käytännön työkalu, ohjaussuunnitelma. Yksilöohjauksen järjestäminen on kaikilla jatkokoulutuslinjoilla opiskelijan omalla vastuulla, ja usein ohjaustilanteiden järjestäminen koetaan vaikeaksi. Jatko-opiskelijoilla on useita ohjaustahoja, esimerkiksi oman korkeakoulun ja muiden korkeakoulujen professorien lisäksi tutkijakollegat ja teollisuuden edustajat. Yksilöohjaus on menetelmä- ja sisältötukea, henkistä tukea, kannustusta, keskustelua, ideoita ja ajatusten jäsennystä. Vertaisohjaukseen kuuluu näiden lisäksi samassa tilanteessa olevien ihmisten tuki, palaute ja kritiikki. Hyvän ohjauksen elementtejä ovat kannustaminen ja innostaminen, neuvominen ja jäsentäminen sekä seuranta ja säännöllisyys. Ohjauksessa tulisi lisäksi ottaa huomioon jatkotutkinnon erilainen merkitys eri opiskelijoille. Jatkotutkinto merkitsee joillekin ajokorttia akateemiseen maailmaan, toisille ammatillista kehitystä teollisuudessa. Tutkimuksen teon eri vaiheissa tarvitaan erilaista ohjausta: alkuvaiheessa tiukkaa ohjausta, jotta tutkimuksen oikeat urat löytyvät, raakatyön vaiheessa tukea ja kannustusta, jotta aineistonkeruu ja analyysi onnistuvat, ja loppuvaiheessa tutkimusraportin kommentointia. Tutkimuksessa todetaan lisäksi, että tieto- ja viestintätekniikkaa hyödyntäen voidaan hoitaa joitakin ohjausalueita paremmin kuin nykykäytännöillä. Tutkimuksen tärkeimpiä lähteitä olivat grounded theoryn osalta Strauss & Corbinin(1990) teos, ohjauksen osalta Aittolan (1995), Aittolan & Määtän (1997, 1998) tutkimukset ja Ackerin,Hillin & Blackin (1994) tutkimukset sekä konstruktivismin osalta von Wrightin (1996) ja Tynjälän (1999) tutkimukset. Avainsanat: Tieteelliset jatko-opinnot, teollisuuden tohtoriohjelma, ohjaus, tutorointi, mentorointi, konstruktivismi, sosiaalikonstruktivismi, grounded theory Keywords: Postgraduate education, Ph.D. studies, industry-university collaboration in Ph.D. studies, constructivism, social constructivism, grounded theory, tutoring, mentoring, supervision

The structure of Norway spruce (Picea abies [L.] Karst.) stems in relation to wood properties of sawn timber

An important challenge in forest industry is to get the appropriate raw material out from the forests to the wood processing industry. Growth and stem reconstruction simulators are therefore increasingly integrated in industrial conversion simulators, for linking the properties of wooden products to the three-dimensional structure of stems and their growing conditions. Static simulators predict the wood properties from stem dimensions at the end of a growth simulation period, whereas in dynamic approaches, the structural components, e.g. branches, are incremented along with the growth processes. The dynamic approach can be applied to stem reconstruction by predicting the three-dimensional stem structure from external tree variables (i.e. age, height) as a result of growth to the current state. In this study, a dynamic growth simulator, PipeQual, and a stem reconstruction simulator, RetroSTEM, are adapted to Norway spruce (Picea abies [L.] Karst.) to predict the three-dimensional structure of stems (tapers, branchiness, wood basic density) over time such that both simulators can be integrated in a sawing simulator. The parameterisation of the PipeQual and RetroSTEM simulators for Norway spruce relied on the theoretically based description of tree structure developing in the growth process and following certain conservative structural regularities while allowing for plasticity in the crown development. The crown expressed both regularity and plasticity in its development, as the vertical foliage density peaked regularly at about 5 m from the stem apex, varying below that with tree age and dominance position (Study I). Conservative stem structure was characterized in terms of (1) the pipe ratios between foliage mass and branch and stem cross-sectional areas at crown base, (2) the allometric relationship between foliage mass and crown length, (3) mean branch length relative to crown length and (4) form coefficients in branches and stem (Study II). The pipe ratio between branch and stem cross-sectional area at crown base, and mean branch length relative to the crown length may differ in trees before and after canopy closure, but the variation should be further analysed in stands of different ages and densities with varying site fertilities and climates. The predictions of the PipeQual and RetroSTEM simulators were evaluated by comparing the simulated values to measured ones (Study III, IV). Both simulators predicted stem taper and branch diameter at the individual tree level with a small bias. RetroSTEM predictions of wood density were accurate. For focusing on even more accurate predictions of stem diameters and branchiness along the stem, both simulators should be further improved by revising the following aspects in the simulators: the relationship between foliage and stem sapwood area in the upper stem, the error source in branch sizes, the crown base development and the height growth models in RetroSTEM. In Study V, the RetroSTEM simulator was integrated in the InnoSIM sawing simulator, and according to the pilot simulations, this turned out to be an efficient tool for readily producing stand scale information about stem sizes and structure when approximating the available assortments of wood products.

From a tree to a stand in Finnish boreal forests: biomass estimation and comparison of methods

There is an increasing need to compare the results obtained with different methods of estimation of tree biomass in order to reduce the uncertainty in the assessment of forest biomass carbon. In this study, tree biomass was investigated in a 30-year-old Scots pine (Pinus sylvestris) (Young-Stand) and a 130-year-old mixed Norway spruce (Picea abies)-Scots pine stand (Mature-Stand) located in southern Finland (61º50' N, 24º22' E). In particular, a comparison of the results of different estimation methods was conducted to assess the reliability and suitability of their applications. For the trees in Mature-Stand, annual stem biomass increment fluctuated following a sigmoid equation, and the fitting curves reached a maximum level (from about 1 kg/yr for understorey spruce to 7 kg/yr for dominant pine) when the trees were 100 years old. Tree biomass was estimated to be about 70 Mg/ha in Young-Stand and about 220 Mg/ha in Mature-Stand. In the region (58.00-62.13 ºN, 14-34 ºE, ≤ 300 m a.s.l.) surrounding the study stands, the tree biomass accumulation in Norway spruce and Scots pine stands followed a sigmoid equation with stand age, with a maximum of 230 Mg/ha at the age of 140 years. In Mature-Stand, lichen biomass on the trees was 1.63 Mg/ha with more than half of the biomass occurring on dead branches, and the standing crop of litter lichen on the ground was about 0.09 Mg/ha. There were substantial differences among the results estimated by different methods in the stands. These results imply that a possible estimation error should be taken into account when calculating tree biomass in a stand with an indirect approach.

Soil carbon modelling as a tool for carbon balance studies in forestry

Soils represent a remarkable stock of carbon, and forest soils are estimated to hold half of the global stock of soil carbon. Topical concern about the effects of climate change and forest management on soil carbon as well as practical reporting requirements set by climate conventions have created a need to assess soil carbon stock changes reliably and transparently. The large spatial variability of soil carbon commensurate with relatively slow changes in stocks hinders the assessment of soil carbon stocks and their changes by direct measurements. Models therefore widely serve to estimate carbon stocks and stock changes in soils. This dissertation aimed to develop the soil carbon model YASSO for upland forest soils. The model was aimed to take into account the most important processes controlling the decomposition in soils, yet remain simple enough to ensure its practical applicability in different applications. The model structure and assumptions were presented and the model parameters were defined with empirical measurements. The model was evaluated by studying the sensitivities of the model results to parameter values, by estimating the precision of the results with an uncertainty analysis, and by assessing the accuracy of the model by comparing the predictions against measured data and to the results of an alternative model. The model was applied to study the effects of intensified biomass extraction on the forest carbon balance and to estimate the effects of soil carbon deficit on net greenhouse gas emissions of energy use of forest residues. The model was also applied in an inventory based method to assess the national scale forest carbon balance for Finland’s forests from 1922 to 2004. YASSO managed to describe sufficiently the effects of both the variable litter and climatic conditions on decomposition. When combined with the stand models or other systems providing litter information, the dynamic approach of the model proved to be powerful for estimating changes in soil carbon stocks on different scales. The climate dependency of the model, the effects of nitrogen on decomposition and forest growth as well as the effects of soil texture on soil carbon stock dynamics are areas for development when considering the applicability of the model to different research questions, different land use types and wider geographic regions. Intensified biomass extraction affects soil carbon stocks, and these changes in stocks should be taken into account when considering the net effects of forest residue utilisation as energy. On a national scale, soil carbon stocks play an important role in forest carbon balances.

Tree mortality and deadwood dynamics in late-successional boreal forests

Here I aimed at quantifying the main components of deadwood dynamics, i.e. tree mortality, deadwood pools, and their decomposition, in late-successional boreal forests. I focused on standing dead trees in three stand types dominated by Picea mariana and Abies balsamea in eastern Canada, and on standing and down dead trees in Picea abies-dominated stands in three areas in Northern Europe. Dead and living trees were measured on five sample plots of 1.6-ha size in each study area and stand type. Stem disks from dead trees were sampled to determine wood density and year of death, using dendrochronological methods. The results were applied to reconstruct past tree mortality and to model deadwood decay class dynamics. Site productivity, stand developmental stage, and the occurrence of episodic tree mortality influenced deadwood volume and quality. In all study areas tree mortality was continuous, leading to continuity in deadwood decay stage distribution. Episodic tree mortality due to either autogenic or allogenic causes influenced deadwood volume and quality in all but one study area. However, regardless of productivity and disturbance history deadwood was abundant, accounting for 20 53% of total wood volume in European study areas, and 15 27% of total standing volume in eastern Canada. Deadwood was a persistent structural component, since its expected residence time in early- and midstages of decay was 18 yr even in the area with the most rapid decomposition. The results indicated that in the absence of episodic tree mortality, stands may eventually develop to a steady state, in which deadwood volume fluctuates around an equilibrium state. However, in many forests deadwood is naturally variable, due to recurrent moderate-severity disturbances. This variability, the continuous tree mortality, and variation in rates of wood decomposition determine the dynamics and availability of deadwood as a habitat and carbon storage medium in boreal coniferous forest ecosystems.

Studying the diurnal and seasonal acclimation of photosystem Ii using chlorophyll-a fluorescence

A small fraction of the energy absorbed in the light reactions of photosynthesis is re-emitted as chlorophyll-a fluorescence. Chlorophyll-a fluorescence and photochemistry compete for excitation energy in photosystem II (PSII). Therefore, changes in the photochemical capacity can be detected through analysis of chlorophyll fluorescence. Chlorophyll fluorescence techniques have been widely used to follow the diurnal (fast), and the seasonal (slow) acclimation in the energy partitioning between photochemical and non-photochemical processes in PSII. Energy partitioning in PSII estimated through chlorophyll fluorescence can be used as a proxy of the plant physiological status, and measured at different spatial and temporal scales. However, a number of technical and theoretical limitations still limit the use of chlorophyll fluorescence data for the study of the acclimation of PSII. The aim of this Thesis was to study the diurnal and seasonal acclimation of PSII in field conditions through the development and testing of new chlorophyll fluorescence-based tools, overcoming these limitations. A new model capable of following the fast acclimation of PSII to rapid fluctuations in light intensity was developed. The model was used to study the rapid acclimation in the electron transport rate under fluctuating light. Additionally, new chlorophyll fluorescence parameters were developed for estimating the seasonal acclimation in the sustained rate constant of thermal energy dissipation and photochemistry. The parameters were used to quantitatively evaluate the effect of light and temperature on the seasonal acclimation of PSII. The results indicated that light environment not only affected the degree but also the kinetics of response of the acclimation to temperature, which was attributed to differences in the structural organization of PSII during seasonal acclimation. Furthermore, zeaxanthin-facilitated thermal dissipation appeared to be the main mechanisms modulating the fraction of absorbed energy being dissipated thermally during winter in field Scots pine. Finally, the integration between diurnal and seasonal acclimation mechanisms was studied using a recently developed instrument MONI-PAM (Walz GmbH, Germany) capable of continuously monitoring the energy partitioning in PSII.

Ecological restoration of forests in Fennoscandia : Defining reference stand structures and immediate effects of restoration.

The first aim of this thesis was to explore the structural characteristics of near-natural forests and to quantify how human utilization has changed them. For this, we examined the stand characteristics in Norway spruce Picea abies (L.) Karst-dominated old-growth stands in northwestern Russia and in old Scots pine Pinus sylvestris L.-dominated stands in three regions from southern Finland to northwestern Russia. In the second study, we also compared stands with different degrees of human impact, from near-natural stands and stands selectively cut in the past to managed stands. Secondly, we used an experimental approach to study the short-term effects of different restorative treatments on forest structure and regeneration in managed Picea abies stands in southern Finland. Restorative treatments consisted of a partial cut combined with three levels of coarse woody debris retention, and a fire/no-fire treatment. In addition, we examined burned and unburned reference stands without cutting treatments. Results from near-natural Picea abies forests emphasize the dynamic character of old-growth forests, the variety of late-successional forest structures, and the fact that extended time periods are needed to attain certain late-successional stages with specific structural and habitat attributes, such as large-diameter deciduous trees and a variety of deadwood. The results from old Pinus sylvestris-dominated forests showed that human impact in the form of forest utilization and fire exclusion has strongly modified and reduced the structural complexity of stands. Consequently, small protected forest fragments in Finland may not serve as valid natural reference areas for forest restoration. However, results from the restoration experiment showed that early-successional natural stand characteristics can be restored to structurally impoverished managed Picea abies stands, despite a significant portion of wood volume being harvested. A variety of restoration methods is needed, due to differences in the condition of the forest when restoration is initiated and the variety of successional stages of forest structures after anthropogenic and natural disturbances. Keywords: dead wood, disturbance dynamic, fire, near-natural stand, rehabilitation, succession