<?xml version="1.0" encoding="UTF-8"?>
<CourseUnit xmlns="http://www.manchester.ac.uk/CUICourseUnitDetails" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://www.manchester.ac.uk/CUICourseUnitDetails.xsd">
  <UnitCode Applicant="Y" Label="Unit code" Student="Y">
    <Code>GEOG71922</Code>
  </UnitCode>
  <UnitTitle Applicant="Y" Label="Unit title" Student="Y">
    <Title>Spatial Ecology</Title>
  </UnitTitle>
  <MaxUnits Applicant="Y" Label="Credit rating" Student="Y">
    <Units>15</Units>
  </MaxUnits>
  <TeachingPeriods Applicant="Y" Label="Teaching period(s)" Student="Y">
    <Period>Semester 2</Period>
  </TeachingPeriods>
  <AcademicCareer Applicant="Y" Label="Academic career" Student="Y">
    <Value>Postgraduate Taught</Value>
  </AcademicCareer>
  <UnitLevel Applicant="Y" Label="Unit level" Student="Y">
    <Level>Level 7</Level>
  </UnitLevel>
  <StaffList Applicant="Y" Label="Teaching staff" RoleLabel="Course Unit Role" Student="Y">
    <StaffMember>
      <Name>Matthew Dennis</Name>
      <Role>Unit coordinator</Role>
    </StaffMember>
  </StaffList>
  <OfferedBy Applicant="Y" Label="Offered by" Student="Y">
    <OrganisationList>
      <Organisation>
        <OrgName>Geography</OrgName>
      </Organisation>
    </OrganisationList>
    <GroupList>
      <Group>
        <GroupName></GroupName>
      </Group>
    </GroupList>
    <FheqLevels>
      <FheqLevel>
        <LevelNumber>1</LevelNumber>
        <LevelName>FHEQ level (Framework for Higher Education Qualifications) ' Masters/Integrated Masters P4 ' </LevelName>
      </FheqLevel>
    </FheqLevels>
    <Ects>
      <MaxUnits>European Credit Transfer &amp; Accumulation System Rating :   7.5</MaxUnits>
    </Ects>
  </OfferedBy>
  <MarketingOverview Applicant="Y" Label="Marketing Course unit overview" Student="">
    <Content>&lt;p&gt;This module will explore the theory and principles of landscape ecology and the spatial techniques available to test, demonstrate and put into practice these principles.&lt;/p&gt;&lt;p&gt;Students will explore ecological data (habitat, species and topographic) across a range of spatial contexts and explore the effect of landscape configuration, land-use and land-cover combinations, on biogeographical patterns, ecological functions and species distribution. This will be done through the application of spatial techniques such as density functions, point patern analysis and graph theory, as well as through computational landscape ecology metrics and analyses.&lt;/p&gt;</Content>
  </MarketingOverview>
  <UnitOverview Applicant="" Label="Course unit overview" Student="Y">
    <Content>&lt;p&gt;This module will explore the theory and principles of landscape ecology and the spatial techniques available to test, demonstrate and put into practice these principles.&lt;/p&gt;&lt;p&gt;Students will explore ecological data (habitat, species and topographic) across a range of spatial contexts and explore the effect of landscape configuration, land-use and land-cover combinations, on biogeographical patterns, ecological functions and species distribution. This will be done through the application of spatial techniques such as density functions, point patern analysis and graph theory, as well as through computational landscape ecology metrics and analyses.&lt;/p&gt;</Content>
  </UnitOverview>
  <Aims Applicant="Y" Label="Aims" Student="Y">
    <Content>&lt;p&gt;Equip students with knowledge on the theory of spatial ecology, primarily focused on landscape-ecological methods and principles.&lt;/p&gt;</Content>
  </Aims>
  <LearningOutcomes Applicant="Y" Label="Learning outcomes" Student="Y">
    <Content>&lt;p&gt;Students will gain proficiency in computational ecology acquiring skills that are highly transferable and sought-after by employers in environmental consultancy and data science.&lt;/p&gt;&lt;p&gt;Development of object-based programming skills (R), GIS-based and ecological knowledge and skills will create highly skilled and employable graduates for roles in ecological, environmental, commerce, planning and related fields.&lt;/p&gt;&lt;p&gt;Students will have access to a range of GIS, programmatic and online materials and resources that will see them greatly increase their digital literacy.&lt;/p&gt;</Content>
  </LearningOutcomes>
  <Knowledge Applicant="Y" Label="Knowledge and understanding" Student="Y">
    <Content>&lt;ul&gt;&lt;li&gt;Key concepts in spatial ecology, knowledge of landscape ecological processes and reflecting on their importance across a range of contexts.&lt;/li&gt;&lt;li&gt;Use of spatial, ecological and geo-statistical techniques such as networks, density functions, species distribution models, buffers and landscape ecology metrics.&lt;/li&gt;&lt;li&gt;Accessing, interpreting and analysing large spatial datasets such as multi-band imagery, land-use datasets and species record data.&lt;/li&gt;&lt;/ul&gt;</Content>
  </Knowledge>
  <IntellectualSkills Applicant="Y" Label="Intellectual skills" Student="Y">
    <Content>&lt;ul&gt;&lt;li&gt;Identifying key spatial components of ecological systems.&lt;/li&gt;&lt;li&gt;The ability to critically evaluate the opportunities and limitations of applying spatial data and techniques to the analysis of complex systems.&lt;/li&gt;&lt;li&gt;Employ critical analytical factors such as scale and spatial context.&lt;/li&gt;&lt;li&gt;Model ecological processes.&lt;/li&gt;&lt;/ul&gt;</Content>
  </IntellectualSkills>
  <PracticalSkills Applicant="Y" Label="Practical skills" Student="Y">
    <Content>&lt;ul&gt;&lt;li&gt;Use of R as a GIS.&lt;/li&gt;&lt;li&gt;Statistical analysis.&lt;/li&gt;&lt;li&gt;Programmatic geo-computation skills.&lt;/li&gt;&lt;/ul&gt;</Content>
  </PracticalSkills>
  <TransferableSkills Applicant="Y" Label="Transferable skills and personal qualities" Student="Y">
    <Content>&lt;ul&gt;&lt;li&gt;Ability to express complex ideas related to spatial ecological.&lt;/li&gt;&lt;li&gt;Experience of project design and report-writing.&lt;/li&gt;&lt;li&gt;Ability to communicate knowledge and reasoned arguments on complex topics and debates.&lt;/li&gt;&lt;li&gt;The ability to source, manage and operationalize spatial data and techniques to explore real-world problems.&lt;/li&gt;&lt;/ul&gt;</Content>
  </TransferableSkills>
  <EmployabilitySkillsList Applicant="Y" Label="Employability skills" Student="Y">
    <Skill>
      <SkillId></SkillId>
      <SkillDescription></SkillDescription>
    </Skill>
  </EmployabilitySkillsList>
  <Syllabus Applicant="Y" Label="Syllabus" Student="Y">
    <Content>&lt;p&gt;Syllabus (indicative curriculum content):&lt;/p&gt;&lt;p&gt;Lecture One: Course orientation and introduction Spatial Ecology and R&lt;/p&gt;&lt;p&gt;Lecture Two: Scale in ecology&lt;/p&gt;&lt;p&gt;Lecture Three: Species Distribution Modelling&lt;/p&gt;&lt;p&gt;Lecture Four: Advanced Species Distribution Modelling&lt;/p&gt;&lt;p&gt;Lecture Five: Introduction to Assessment 2&lt;/p&gt;&lt;p&gt;Lecture Six: Landscape Connectivity&lt;/p&gt;&lt;p&gt;Lecture Seven: Advanced Connectivity Modelling&lt;/p&gt;&lt;p&gt;Lecture Eight: Diversity&lt;/p&gt;&lt;p&gt;Lecture Nine: Course summary and re-cap; assessment tips.&lt;/p&gt;</Content>
  </Syllabus>
  <TeachingMethods Applicant="Y" Label="Teaching and learning methods" Student="Y">
    <Content>&lt;p&gt;The module will be delivered through nine one-hour lecture sessions and 11 two-hour practica classes.&lt;/p&gt;&lt;p&gt;All materials will be delivered synchronously but with the addition of asynchronous access and materials. For example, practical classes are made available through web pages and examples are facilitated trough interactive apps developed by the convenor and made available to students.&lt;/p&gt;&lt;p&gt;Links to all resources are made available through the course VLE page.&lt;/p&gt;</Content>
  </TeachingMethods>
  <AssessmentMethods Applicant="Y" Label="Assessment methods" Student="Y">
    <IntroText> </IntroText>
    <Method>
      <MethodId>2</MethodId>
      <MethodName>Written assignment (inc essay)</MethodName>
      <MethodWeight>40%</MethodWeight>
    </Method>
    <Method>
      <MethodId>6</MethodId>
      <MethodName>Project output (not diss/n)</MethodName>
      <MethodWeight>60%</MethodWeight>
    </Method>
  </AssessmentMethods>
  <FeedbackMethods Applicant="Y" Label="Feedback methods" Student="Y">
    <Content>&lt;p&gt;&lt;strong&gt;Assessment 1 - Submission of practical workbook.&lt;/strong&gt;&amp;nbsp;&lt;br/&gt;1000 words.&lt;br/&gt;Verbal and written feedback.&amp;nbsp;&lt;br/&gt;40% weighting.&lt;/p&gt;&lt;p&gt;&lt;strong&gt;Assessment 2 - Individual student project on a chosen species ecology application (e.g. species, habitat).&amp;nbsp;&lt;/strong&gt;&lt;br/&gt;Examples will be provided or students can propose their own with guidance.&lt;br/&gt;2000 words.&lt;br/&gt;Verbal and written feedback.&amp;nbsp;&lt;br/&gt;60% weighting.&lt;/p&gt;</Content>
  </FeedbackMethods>
  <RequirementsList Applicant="Y" Label="Pre/co-requisites" Student="Y">
    <Requirement>
      <UnitCode></UnitCode>
      <UnitTitle></UnitTitle>
      <RequirementType></RequirementType>
      <Description></Description>
    </Requirement>
    <AdditionalRequirement></AdditionalRequirement>
  </RequirementsList>
  <AcademicPrograms Applicant="Y" Label="Academic programmes" Student="Y">
    <AcademicProgram>
      <Program>MSc GIS</Program>
      <Plan>MSc GIS</Plan>
      <Level>PGDT Taught Component</Level>
      <Requirement>Optional</Requirement>
    </AcademicProgram>
    <AcademicProgram>
      <Program>MSc GIS</Program>
      <Plan>MSc GIS</Plan>
      <Level>PGDT Taught Component</Level>
      <Requirement>Optional</Requirement>
    </AcademicProgram>
    <AcademicProgram>
      <Program>MSc Climate Change: SSC</Program>
      <Plan>MSc Climate Change:SSC</Plan>
      <Level>PGDT Dissertation</Level>
      <Requirement>Optional</Requirement>
    </AcademicProgram>
    <AcademicProgram>
      <Program>MSc Climate Change: SSC</Program>
      <Plan>MSc Climate Change: SSC</Plan>
      <Level>PGDT Taught Component</Level>
      <Requirement>Optional</Requirement>
    </AcademicProgram>
  </AcademicPrograms>
  <FreeChoice Applicant="Y" Label="Available as a free choice unit?" Student="Y">
    <Content>N</Content>
  </FreeChoice>
  <Accreditation Applicant="Y" Label="Accreditation" Student="Y">
    <Content></Content>
  </Accreditation>
  <RecommendedReading Applicant="Y" Label="Recommended reading" Student="Y">
    <Content>&lt;p&gt;Fletcher, R. and Fortin, M., 2018. Spatial ecology and conservation modeling (p. 523). Cham: Springer International Publishing.&lt;/p&gt;&lt;p&gt;Miguet, P., Jackson, H.B., Jackson, N.D., Martin, A.E. and Fahrig, L., 2016. What determines the spatial extent of landscape effects on species?. Landscape ecology, 31, pp.1177-1194.&lt;/p&gt;&lt;p&gt;Guisan, A. and Zimmermann, N.E., 2000. Predictive habitat distribution models in ecology. Ecological modelling, 135(2-3), pp.147-186.&lt;/p&gt;&lt;p&gt;Renner, I.W., Elith, J., Baddeley, A., Fithian, W., Hastie, T., Phillips, S.J., Popovic, G. and Warton, D.I., 2015. Point process models for presence‐only analysis. Methods in Ecology and Evolution, 6(4), pp.366-379.&lt;/p&gt;&lt;p&gt;Dennis M, Huck J, Holt C, McHenry E. 2024. A mechanistic approach to weighting edge-effects in landscape connectivity assessments. Landsc Ecol 39, 68.&lt;/p&gt;</Content>
  </RecommendedReading>
  <StudyHours Applicant="Y" Label="Study hours" Student="Y">
    <IntroText> </IntroText>
    <ScheduledHours Applicant="Y" Label="Scheduled activity hours" Student="Y">
      <ActivityHours>
        <ActivityType>Lectures</ActivityType>
        <Hours>9</Hours>
      </ActivityHours>
      <ActivityHours>
        <ActivityType>Practical classes &amp; workshops</ActivityType>
        <Hours>22</Hours>
      </ActivityHours>
    </ScheduledHours>
    <PlacementHours Applicant="Y" Label="Placement hours" Student="Y">
      <ActivityHours>
        <ActivityType></ActivityType>
        <Hours>0</Hours>
      </ActivityHours>
    </PlacementHours>
    <TotalHours Applicant="Y" Label="Independent study hours" Student="Y">
      <Hours>119</Hours>
    </TotalHours>
  </StudyHours>
  <Notes Applicant="Y" Label="Additional notes" Student="Y">
    <Content>&lt;p&gt;Teaching and learning will be designed to be inclusive through providing materials online in advance of sessions in accessible formats (visual media, lecture recordings). Students can engage with discussion in class and online via the VLE discussion forum.&lt;/p&gt;&lt;p&gt;Assessment instructions and criteria are clearly communicated in advance of the deadline via the course webpages and all lectures are recorded.&lt;/p&gt;&lt;p&gt;Individualised feedback is provided for all students for both assessments, and formative feedback is provided in class and via the discussion board. Assessments are spaced to give students time to act on feedback.&lt;/p&gt;&lt;p&gt;Essential software used as part of this unit is freely available, open source and meets accessibility requirements (e.g., R Studio).&lt;/p&gt;</Content>
  </Notes>
</CourseUnit>
