In the terrestrial biosphere forests have a significant role as a carbon sink. Under recent climate change, it is increasingly important to detect seasonal change or ‘phenology’ that can influence the global carbon cycle. Monitoring canopies using camera systems has offered an inexpensive means to quantify the phenological changes. However, the reliability is not well known. In order to examine the usefulness of cameras to observe forest phenology, we analysed canopy images taken in two deciduous forests in Japan and England and investigate which colour index is best for tracking forest phenology and predict carbon uptake by trees. A camera test using model leaves under controlled conditions has also carried out to examine sensitivity of colour indices for discriminating leaf colours. The main findings of the present study are: 1) Time courses of colour indices derived from images taken in deciduous forests showed typical patterns throughout the growing season. Although cameras are not calibrated instrument, analysis of images allowed detecting the timings of phenological events such as leaf onset and leaf fall; 2) The strength of the green channel (or chromatic coordinate of green) was useful to observe leaf expansion as well as damage by spring late frost. However, the results of the camera test using model leaves suggested that this index was not sufficiently sensitive to detect leaf senescence. Amongst colour indices, Hue was the most robust metric for different cameras, different atmospheric conditions and different distances. The test also revealed Hue was useful to track nitrogen status of leaves; 3) Modelling results using a light use efficiency model for GPP showed a strong relationship between GPP and Hue, which was stronger than the relationships using alternative traditional indices.

Abstract Broadleaved forests are highly valuable biotopes with important recreational value and contain rich occurrences of species of conservation concern. To monitor the development of nature values in a forest ecosystem during an interval of approximately ten years, follow-up inventories were carried out, following the first inventories which took place ten years ago in two nature reserves (Karlsvik and Bohult) dominated by broadleaved trees in the county of Halland, Sweden. Indicator species of lichen and moss were searched for and compared to the first inventories. The results show that both reserves contain more indicator species today than approximately ten years ago, though a change in the species composition was observed. In Bohult fewer indicator lichens were observed, although more observations were made of indicator mosses - making the total number of indicator species higher than in the previous inventory. Potential explanations to the differing results of the two reserves were discussed and assessed to be for varied reasons. The observed increased occurrences of indicator species may be due to increased continuity leading to bigger and older trees which make way for more epiphytes. The observed decreased occurrences of indicator species may be due to human activity such as newly carried out clearcutting in close proximity to the reserve (which could lead to edge effects or other environmental stresses), nitrogen deposition or exploitation. An observed threat for both reserves is the increasing growth of norway spruce (Picea abies) which may outcompete broadleaved species and the potential indicator species they may inhabit. / Sammanfattning Ädellövskogar är mycket värdefulla naturtyper med höga rekreationsvärden och med rika förekomster av naturvårdsarter. För att utvärdera förändringen av skogliga naturvärden inom en tidsperiod av ca tio år utfördes uppföljningsinventeringar av två tidigare inventerade naturreservat som domineras av ädellövskog i Hallands län i Sverige. Signalarter av lavar och mossor eftersöktes och jämfördes med tidigare funna signalarter. Båda reservatens ursprungliga inventeringar utfördes för ca tio år sedan och resultaten visar att de båda reservaten nu har fler signalarter än tidigare, samtidigt som en förändring observerades i artsammansättningen då samtliga signalarter ej återfanns. I Bohult observerades färre signalartslavar, men fler signalartsmossor - vilket resulterade i ett större antal signalarter totalt för området. Potentiella förklaringar till de skilda förändringarna diskuterades och bedömdes bero på varierande orsaker. Det större antalet observerade signalarter skulle kunna förklaras av ökad tid för kontinuitet med fler grova och äldre träd som utgör lämpliga substrat för kolonisering av de eftersökta signalarterna. Det färre antalet observerade signalartslavar i Bohult skulle kunna bero på mänsklig påverkan i form av nyligen utförda kalavverkningar i angränsning till reservatet, vilket kan bidra till kanteffekter eller andra påfrestningar på miljön. Kvävenedfall, dikning av vattendrag eller annan exploatering föreslås också som möjlig orsak. Ett observerat hot för båda reservaten var igenväxningen av gran, vilken skulle kunna konkurrera med ädellövträden och de signalarter de kan husera.

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