FOREST GENETIC RESOURCES TRAINING GUIDE
Teacher’s notes 1.2 Talbotiella gentii: genetic variation and conservation
MODULE 1
Species conservation
strategies
Teacher’s notes 1.2
Talbotiella gentii:
genetic variation and
conservation
David Boshier, Daniel Dompreh and Mike Swaine
C
Acknowledgements
The editors of this Forest Genetic Resources Training Guide wish to thank Jarkko
Koskela and Barbara Vinceti for their contribution in identifying the need for the
guide and for their continuous support during its preparation. We acknowledge
the important advice from a reference group of scientists at Bioversity International
- Elizabeth Goldberg, Jozef Turok and Laura Snook - who at various stages
supported this project.
This training guide was tested during several training events around the world. We
would like to acknowledge the valuable feedback received from many students
and their teachers, in particular Ricardo Alía and Santiago González-Martínez from
the National Institute of Agriculture and Food Research (INIA), Spain and Peter
Kanowski from the Australian National University.
We would like to give special thanks to Thomas Geburek, Department of Genetics,
Federal Research and Training Centre for Forests, Natural Hazards and Landscape
(BFW), Vienna, Austria, for his review of the Case studies presented in this module.
His valuable feedback led to important improvements of the module.
Financed by
The photos in the PowerPoint presentation are the copyright of Kenneth
Anyomi, David Boshier, Daniel Dompreh, Thomas Geburek, William Hawthorne,
Mike Swaine, ‘New Scientist’, Royal Botanic Gardens-Kew and United Nations
Environment Programme (UNEP).
in collaboration with
Finally, the production of the Forest Genetic Resources Training Guide would never
have been possible without the financial support of the Austrian Development
Cooperation through the project, ‘Developing training capacity and human
resources for the management of forest biodiversity’, implemented by Bioversity
International during 2004-2010. We would also like to thank the European
Commission funded “SEEDSOURCE” project for additional financial support.
All cover illustrations were drawn by Rosemary Wise and the layout was created by
Patrizia Tazza. We are grateful for their beautiful work.
Citation:
Boshier D, Dompreh D, Swaine
M. 2011. Talbotiella gentii: genetic
variation and conservation. A case
study and teacher’s notes. In: Forest
Genetic Resources Training Guide.
Edited by Boshier D, Bozzano
M, Loo J, Rudebjer P. Bioversity
International, Rome, Italy.
http://forest-genetic-resourcestraining-guide.bioversityinternational.
org/
ISBN 978-92-9043-888-5
ISSN 2223-0165
Bioversity International
Via dei Tre Denari, 472/a
00057 Maccarese
Rome, Italy
© Bioversity International, 2011
Bioversity International is the
operating name of the International
Plant Genetic Resources Institute
(IPGRI).
MODULE 1
Species conservation strategies
Teacher’s notes 1.2
Talbotiella gentii: genetic variation and
conservation
David Boshier, Department of Plant Sciences, University of Oxford
Daniel Dompreh, Mike Swaine, University of Aberdeen
Introduction
These Teacher’s notes aim to assist teachers in using the Case Study 1.2
Talbotiella gentii: genetic variation and conservation in classes. The notes:
• describe the key concepts covered in the case study, with references to forest
genetic resources textbooks where explanations can be found (full references
at the end of these notes).
• give tips on how to prepare and run the exercise and discuss the main learning
points (genetic and other) that students should be able to derive from the case
study.
• give an outline commentary to the PowerPoint presentation which is used to
introduce the case study to the students. The presentation contains pictures of
the species, reserves where it occurs, relevant land-use issues in the area, and
figures/tables from the exercise.
The PowerPoint presentation, along with the Case Study can be found on the
accompanying DVD, or at the Forest Genetic Resources Training Guide webpage
at www.bioversityinternational.org
Key concepts to cover/introduce in this case study
General conservation
• In situ, ex situ conservation: see FAO et al. (2004a) pp 5-16; FAO et al. (2001);
FAO et al. (2004b); Finkeldey (2005) pp 181-198; Geburek & Turok (2005) pp 6-8,
535-562, 567-581.
Genetic concepts
• 50/500 rule and effective population size compared to census size: see
FAO et al. (2004a) pp 43-44; FAO et al. (2001) pp 7, 10, 61 FAO et al. (2004b )pp
10-12; Finkeldey (2005) pp 177, 181-198; Geburek & Turok (2005) pp162-164;
420-431.
• Genetic processes associated with small/fragmented populations –
increased genetic drift, bottlenecks, increased inbreeding and consequently
homozygosity and inbreeding depression: see FAO et al. (2004a) pp 43-44;
Finkeldey (2005) pp 75-76.
• Isolation by distance: see Geburek & Turok (2005) pp 249-250.
How to run the exercise
The exercise can be run in a number of ways depending on the time available and
size of the class. The exercise works best if students work in groups of 4-5 (no more
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MODULE 1 Species conservation strategies
than six). It is best if the students have already read the case study before they
start the exercise. This way valuable class time is not lost with students reading
the paper during the class. So give the case study out in a previous class with
instructions to read it before the next class. It perhaps goes without saying that
it is vital that the teacher and any assistants are fully familiar with the whole text.
NB: the exercise is set in the context prior to the year 2008, both in terms of the
species status and country profile. As such, more recent information and changed
contexts are not included as they are not relevant to the exercise.
Ideal number of students: 4-15
Ideal length of class: 3 hours, broken down as follows:
Introduction: use the PowerPoint. The commentary below gives the main points
when presenting to the students - approx 20 minutes.
Group work: suits 1-3 groups of 4-5. Each group devises a strategy, but tends
to take a different approach, such that different issues are raised and overall,
most points are covered. Students discuss the case study amongst themselves,
responding to the specific points and developing their strategy. The teacher
should be around to answer any queries the groups have. However, it is not
essential that all of the time is spent with the whole class together with the
teacher. Once the teacher and groups are happy they understand the assignment
and issues, each group could meet, discuss and prepare the strategy outside of
class time - 1.5 hours.
Presentations: each group presents its strategy verbally to the class (supported by
main points written on large paper or in a PowerPoint presentation) – 10 minutes
per presentation, with 5 minutes after each presentation for questions/comments
by the rest of the class and teacher.
Final discussion: led by the teacher. Allows the teacher to make general comments
about what was good, what was missed, etc. – 10 minutes.
Background information
PowerPoint: about 20 minutes to go through. This allows explanation of some
specific issues raised in the case study students’ notes.
Slide 2 - shows flowers, fruit, leaves of T. gentii and its ability to sprout from the
trunk.
Slide 3 - aerial photograph and map show Ghana’s forest reserves and location of
T. gentii populations.
Slide 4 - map from exercise showing species distribution and location of specific
populations. Draw attention to extinct and extant populations and the increased
gap in the distribution produced by human deforestation.
Slide 5 - general view looking to the southern scarp of the Akwapim-Atewa hills.
Slides 6 to 7 - photos of specific T. gentii populations. They illustrate the isolation
of the forest on the hills and lack of forest on the plains.
Slide 8 - shows the population at Yongwa in flower, light pink crowns just below the
cliffs, not the red flowered trees. Also an internal view of the forest.
Slides 9 - summarises the loss of stands/populations of T. gentii in recent years.
2
Teacher’s notes 1.2 Talbotiella gentii: genetic variation and conservation
Photo shows cutting for firewood at Sapawsu.
Slide 10 - shows deforestation in one population of T. gentii in recent years.
Slide 11 - shows the Botanical Gardens at Aburi in Ghana.
Slide 12 - covers alternative objectives for conservation. The teacher must stress
the need for students to first define an objective for their conservation strategy.
It is very common for students to not define a strategy or to forget to explain
what it is. Without this, it is impossible to judge the efficacy of a conservation
strategy. Objectives should be pertinent and realistic and avoid the “operation
was a success, but the patient died” syndrome, i.e. we carried out all the activities
successfully, but it did nothing to help.
Slides 13 to 14 - cover the issue of population size – relate these to population
sizes of remnants in Table 2 and how overlapping generations mean the effective
population size will be lower than the census number.
Slides 15 to 18 - summarises different approaches to conservation and associated
problems. The emphasis should be on their complementary nature, rather than
either/or. The emphasis will, however, shift depending on the characteristics of the
species and the population of concern.
Slide 19 - allows explanation of the correspondence analysis diagram in the
exercise, i.e. which populations are more closely related genetically to each other
(broken lines enclose samples from the same population). The text mentions a
high level of genetic differentiation between the populations. The teacher can
point to the idea that this can help in prioritising which populations to conserve.
However, the teacher should emphasise the point made in the text that failure
of samples from some locations to group genetically with other geographically
close locations is likely to reflect sampling/bottleneck effects from both the small
sample and actual sizes of some remnant stands, rather than any true genetic
differentiation.
Slide 20 - allows explanation of a genetic bottleneck, where alleles/diversity are lost
through sampling, effects, but also through the increased impact of genetic drift.
Differentiation increases between populations that were previously similar.
Slide 21 - allows explanation of the significance of Table 3 for the exercise i.e.
larger populations show a higher percentage of polymorphic loci (e.g. Abiriwapong
16.9%, Yongwa 13.6%, Chalet 8.4%) compared with smaller populations. Although
the data are clearly biased by the unequal and low sample sizes, in the case of
some small populations this represents a 100% sample (e.g. Botriansa 2.1%,
Senkyeso 2.1%, Hospital 0.8%) and is therefore a true reflection of low genetic
diversity in these remnants, most of which no longer exist.
Slide 22 - allows explanation of the significance of Figure 3 for the exercise i.e.
controlled pollinations between trees from different populations show increased
fitness (expressed as fruit set in Fig. 3) with increased geographic and genetic
distance between parents. This is key to deriving a conservation strategy. The
improved seed/seedling performance with increasing genetic/geographical
distance supports the idea that T. gentii populations have been affected by
increased fragmentation and reductions in size, leading to increased selfing and
inbreeding depression.
Slide 23 - allows the teacher to go over what the students should be doing in the
exercise. The following should be stressed: a) the need to be specific in what the
strategy includes. Students tend to be too general in their recommendations; b)
the need to prioritise. Students tend to recommend doing everything, failing to
3
MODULE 1 Species conservation strategies
recognise resources for activities are extremely limited; c) Students should indicate
what information/evidence they have used to justify each recommended action; d)
students need to present a convincing case that would sway a donor/government
to give them funds and/or enact policy/legislation to conserve the species.
Important points to cover in students’ strategies
and to draw out in discussion
Comments about the questions
• How is human disturbance likely to have shaped levels of genetic diversity in
T. gentii?
See Distribution section and maps. Students should be able to identify that there
is no evidence that the overall distribution of the species was much larger than
currently is shown in Figure 1. However, genetic diversity has been lost through the
extinction of specific populations. The species also now shows a higher degree of
fragmentation due to human deforestation with great reductions in population sizes
leading to the low genetic diversity seen within the small populations.
• What are the mating system, seed and pollen dispersal mechanisms? What
do these mean for conservation?
See Phenology section and page 9. Controlled pollinations show T. gentii has a
mixed mating system (mixture of selfing and outcrossing). Short distance winddispersal of T. gentii pollen and an apparent absence of insect pollination suggest
limited outcrossing and limited pollen flow between trees within and between
populations. T. gentii seeds are explosively dispersed over short distances leading
to germination of related groups of trees and increased likelihood of inbreeding
between related trees. The resultant loss of genetic diversity and inbreeding
depression may negatively affect demography through the selective fruit abortion,
low seed set and regeneration that are evident and thus threaten the conservation
of this endangered species.
• What are the levels of genetic variation and how is it distributed across
populations? Which are different?
See Genetic variation in natural populations section. Larger populations show a
higher percentage of polymorphic loci (e.g. Abiriwapong 16.9%, Yongwa 13.6%,
Chalet 8.4%) compared to smaller populations. Table 3 shows the low levels of
genetic diversity that are expected for stands/populations that are very small. The
populations fall into three main genetic groups associated with geographic location
(i.e. western group, eastern group, and Yongwa). The high population differentiation
value (0.941) suggests the populations of T. gentii are highly structured with high
similarity between individuals within each population and low gene flow between
them. The Okpe stand (Fig. 1b), which was not surveyed, may also be genetically
distinct, given its spatial separation.
• To what extent does sample size limit the conclusions that can be drawn from
the genetic marker data?
The data are biased by the unequal and low sample sizes. The levels of genetic
diversity are as much a reflection of the sample size, as the actual size of the
population (see column 3, Table 3). In the case of some small populations, this
represents a 100% sample (e.g. Botriansa 2.1%, Senkyeso 2.1%, Hospital 0.8%,
polymorphic loci) and is therefore a true reflection of low genetic diversity in these
remnants. The high population differentiation value and failure of some stands
to group genetically with other geographically close locations reflect sampling/
bottleneck effects from both the small sample and actual sizes of remnant stands,
rather than any true genetic differentiation. Thus, classification of each stand as
a population is artificial and unlikely to reflect original biological populations. The
molecular genetic data should not therefore be used as conclusive evidence on
which to base a conservation strategy.
4
Teacher’s notes 1.2 Talbotiella gentii: genetic variation and conservation
■ What non-genetic marker information in the study can be used to guide
genetic conservation?
Geographical spatial separation, the size of remaining stands, and the information
on fruit set from controlled pollinations, can provide good guidance to develop
sound genetic conservation, without reliance on the molecular marker data.
Stands/populations that are geographically closer to each other are likely to
have been historically most closely related genetically (isolation by distance). The
spatial distribution (Figs. 1a and 1b) allows a priori grouping of the populations,
e.g. a) Ajena, Chalet, Hotel, Hospital, Sapawsu, Yongwa; b) Dorrkper, Nayo,
Yogaga; c) Okpe; d) Krobo; e) Abiriwapong, Boobene, Koware. These could be
adjusted by any information showing large environmental differences between
stands (e.g. acidic vs. alkaline soil) that would suggest strongly different selection
pressures. The size of the remaining stands indicates those that are threatened
(see next paragraph Which populations are too small?) and for which restoration of
connectivity between remnant stands is important. The controlled pollination study
shows the importance of restoring connectivity or facilitating movement of material
between geographically close stands to increase reproductive success and the
possibilities for regeneration.
List problems by type
Genetic
■ Which populations are too small?
Most populations are too small – only Yongwa with some 134 ha is likely to have
>500 trees (estimate is 1000). Effective population sizes are likely to be much lower
due to overlapping generations. Isolation of T. gentii populations by increased
fragmentation preventing genetic flow, leads to genetic drift and inbreeding
with lower levels of genetic diversity. This may threaten the survival of particular
populations and over the long term that of the species, due to deleterious effects on
fitness and reduced adaptive capacity under changing environmental conditions.
Controlled long-distance pollinations that restore gene flow can remove these
threats, resulting in higher fruit set, seed set and improved seed quality in terms of
mass, germination and survival of seedlings.
Others
■ What are the threats to T. gentii (short-term and long-term)?
Short-term threats are mainly deforestation, fire and a lack of knowledge about
T. gentii. Long-term, the small population size of almost all populations and the
lack of gene flow between them, threatens the species in terms of regeneration
capacity, stochastic threats and evolutionary adaptability.
■ For which populations is action a priority and of what type should this be?
Priority should be to conserve those populations that have the greatest chance
of viability (genetically and in the social context), that together cover the range of
genetic diversity within the species. Data on the distribution of genetic variation
among populations are important for management decisions, e.g. an efficient
sampling strategy for ex situ conservation, or which populations are priorities for
conservation actions (see in situ section below for detail).
■ What are the limiting social factors to conservation and planting?
Constraints, ranging from economic to scientific and organizational, will affect in
situ conservation. Factors also include human pressures on remaining forests and
trees and specifically, exploitation of T. gentii for charcoal/fuelwood, periodic bush
fires and farming activities. Charcoal burning is done in situ and many seedlings
are killed by heat from this process. While the country profile shows there is much
goodwill amongst local communities for conservation, the stark reality of there
being few livelihood alternatives means that they are forced to use the reserves’
resources.
5
MODULE 1 Species conservation strategies
Students’ strategies should indicate
Which conservation methods? The strategy should use a combination of in situ
and ex situ methods:
• In situ actions should focus on conserving the natural T. gentii populations
with the largest chance of long-term viability. There are 12 extant populations:
five in Forest reserves (Abiriwapong, Yongwa, Sapawsu, Nayom, Dorrkpor),
four in protected areas under the Volta River Authority and community
members (Chalet, Ajena, Volta Hotel, Okpe), and two in sacred forest (Krobo
Mt, Yogoga). The remaining population (Kuwere) is under the protection of
community members of Nyamebekyere (see Table below for specific population
suggestions). Each population has different threats/status and therefore
may require different conservation solutions. It is important to improve
the conservation status of the entire habitat to enhance maintenance of
the populations. Both the genetic differentiation between the disjunct
populations and the limited number of ‘eggs in the basket’ require immediate
action to spread the risk of losing this rare species. Given the inevitable
limitations of resources, priority should go to strengthening the in situ
conservation status of the largest and genetically distinct populations i.e.
Abiriwapong, Yongwa, Okpe, Sapawsu, Ajena, Chalet. Table 1 shows that
all populations face similar threats from fire, illegal clearance and other
chance events. Ex situ conservation, as discussed below, is likely to be
more cost-effective for the remaining reserves given their size and threats.
In addition to the issues and actions described below for in situ conservation,
(see above and Table 1 these notes) genetic limitations can be addressed
through in situ planting of seedlings. Gene flow and effective population size
in these reserves can be increased through the in situ planting of seedlings
from other populations. Seedlings from populations can be raised from seed
in a nursery (see ex situ below) and then planted in other populations of
T. entii to improve the genetic exchange among populations. Transfers would
only be within the western or eastern regions (see ex situ below). For this action
to be cost-effective requires that the incidence of fire and other threats, such
as grazing, are well controlled.
• Ex situ conservation via seed storage offers a stopgap measure for
species under immediate threat. Seed storage of most tree legumes
is relatively straightforward and therefore likely to be effective for T.
gentii. Given the problems with storage facilities (see country profile),
duplicates of the collection should be held in two different cold stores
(i.e. FORIG and Plant Genetic Resources Centre). Given the high genetic
differentiation, it is important that seeds are collected from all populations
to conserve most of the species’ remaining genetic diversity. Seed should
be collected from at least 10 trees spread out across each population.
Good performance of T. gentii seedlings in plantation trials suggests it can also
be successfully conserved through ex situ planting of the seed collections.
For establishment of ex situ conservation stands, consideration should be
given to the suitability of an area in respect of similar climate, weather and soil
conditions to where the species is native. Given the genetic differentiation and
physical separation of the populations, the ex situ plantings should be made
in different ‘secure’ locations as regional collections i.e. western region (seed
from Abiriwapong, Kuwere, Boobohene), eastern region (Yongwa, Sapawsu,
Ajena, Chalet, Nayom, Dorrkpor, Krobo Mt, Yogoga). Okpe could be kept
separate or combined with the eastern region. This would facilitate interpopulation crosses, allowing T. gentii to recover from inbreeding depression
with improved fruit set, seed set, seed germination and seedling survival.
Outcrossing between these regions is avoided as it may result in dilution
of locally adapted genomes with foreign genes and lower progeny fitness
6
Teacher’s notes 1.2 Talbotiella gentii: genetic variation and conservation
(outbreeding depression). The seed produced from these ex situ stands could
also be used in both in situ plantings (see above) and in restoration initiatives.
There is potential for the establishment of T. gentii in the Ghanaian botanical
gardens at Aburi, Bunso and Legon. The role for botanical gardens in ex situ
genetic conservation has inherent limitations, such as the small numbers
conserved. However, such an activity may offer more general benefits in
terms of support to conservation of the species and the reserves through the
potential for education and publicity, given the number of visitors each year.
There may also be possibilities of developing the species as an ornamental,
as has already occurred with Psychotria ankasensis. Again, while the potential
role for ex situ genetic conservation via this approach is limited, it can have
both publicity and educational value.
What do end-users need to know and how will you communicate that? Education
programmes for local people are needed to help reduce the uncontrolled burning
and removal of T. gentii for charcoal and fuelwood. This requires production of
targeted information (e.g. posters/leaflets), but must go hand in hand with actions
that provide viable alternatives for local communities to take pressure off the
reserves, e.g. planting of community wood lots.
Table 1. Reccomandations for actions by population of Talbotiella gentii
Population
Recommendation
NB: these are provided for completeness, but don’t
expect the students to come up with this level of detail
Kuwere
Population highly diverse, educate community about the need to
protect the species. Ex situ conservation recommended.
Abiriwapong
In situ conservation recommended.
Boboohene
Population is within grassland vegetation, high threat of extinction by
fire. Ex situ conservation recommended.
Yongwa
Population highly diverse, in situ conservation recommended,
Yongwa community must be involved in conservation strategies. Fire
belt around population recommended.
Krobo Mt.
Ex situ conservation recommended due to inaccessibility in terms of
permission to protect the population.
Sapawsu
Collaboration (Forestry Commission & VRA*) to protect the
population. In situ conservation recommended.
Hotel
Collaboration (Forestry Commission & VRA) to protect the
population. Population is highly diverse, ex situ conservation
recommended due to its location.
Nayom
Both in situ and ex situ recommended. In situ trial is ongoing carried
out by the Forestry Commission technical officer in charge of the site.
Doorkper
Both in situ and ex situ recommended. In situ trial is ongoing by
Forestry Commission Technical Officer in charge of the site.
Yogoga
Ex situ conservation recommended due to inaccessibility in terms of
permission to protect the population.
Ajena (Oninwi)
Protection laws must be tightened. VRA should collaborate with
Forestry Commission in protection of population. Both in situ and ex
situ conservation recommended.
Okpe
VRA should collaborate with Forestry Commission in protection of
population.
Chalet
Protection laws must be tightened, VRA should collaborate with
Forestry Commission in protection of population.
* Volta River Authority
7
MODULE 1 Species conservation strategies
Who will do what and where? Chiefs, local people and government bodies (Volta
River Authority, Forest Research Institute of Ghana-FORIG, Forestry DepartmentFD) should be involved in in situ conservation to link their ongoing conservation
interests, e.g. construction of fire belts around T. gentii populations at Sapawsu
and Chalet reserves. Management plans documenting appropriate interventions
to safeguard the forest habitat are a high priority (FD). Monitoring of populations
to check their status is needed (FD). Seed collection should be undertaken and
also establishment of in situ and ex situ plantings (FORIG) in conjunction with the
relevant authority and community for the reserves and with others for ex situ.
How will you pay for it? It is vital students understand that resources for conservation
are limited and therefore require a prioritisation of actions. Conservation efforts
need to be targeted where scarce resources can be most effective. It is not
practical, nor cost-effective to recommend all activities for all populations. The
main actions outlined above are limited, but feasible. Seed collection would require
additional funds, while communication of the importance of T. gentii requires a
modest budget that could benefit from redirection of existing resources.
Further Information
FAO, DFSC, IPGRI. 2001. Forest genetic resources conservation and
management. Vol. 2: In managed natural forests and protected areas (in situ).
International Plant Genetic Resources Institute, Rome, Italy.
FAO, FLD, IPGRI. 2004a. Forest genetic resources conservation and
management. Vol. 1: Overview, concepts and some systematic approaches.
International Plant Genetic Resources Institute, Rome, Italy.
FAO, FLD, IPGRI. 2004b. Forest genetic resources conservation and
management. Vol. 3: In plantations and genebanks (ex situ). International Plant
Genetic Resources Institute, Rome, Italy.
Finkeldey R. 2005. An Introduction to Tropical Forest Genetics. Institute of Forest
Genetics and Forest Tree Breeding, Georg-August-University Göttingen,
Germany.
Geburek T, Turok J, editors. 2005. Conservation and management of forest
genetic resources in Europe. Arbora Publishers, Zvolen.
8
MODULE 1 Species conservation strategies
Forest Genetic Resources
Training Guide
MODULE 1 Species conservation strategies
1.1
Leucaena salvadorensis: genetic variation
and conservation
1.2 Talbotiella gentii: genetic variation and
conservation
1.3
Shorea lumutensis: genetic variation and conservation
MODULE 2 Trees outside of forests
2.1
Conservation of tree species diversity in cocoa
agroforests in Nigeria
2.2
Devising options for conservation of two tree species
outside of forests
MODULE 3 Tree seed supply chains
3.1
Genetic bottlenecks in the restoration of Araucaria
nemorosa
3.2
Tree planting on farms in East Africa: how to ensure
genetic diversity?
MODULE 4 Forest management
4.1
Impacts of selective logging on the genetic diversity
of two Amazonian timber species
4.2
Does selective logging degrade the genetic quality of
succeeding generations through dysgenic selection?
4.3
Conserving Prunus africana: spatial analysis of genetic
diversity for non-timber forest product management
MODULE 5 How local is local? – the scale of adaptation
5.1
Selecting planting material for forest restoration in the
Pacific north-west of the USA
5.2
Local adaptation and forest restoration in Western
Australia
Other modules to be published among the following:
Plantation forestry, Tree domestication, Forest restoration, Genetic modification
B