Distribution of Castanea pumila in Florida with covariates - Castanea data

Dataset description:

These data were made available in the data webpage of the book by Gaetan and Guyon. Description: Distribution of about 180 plants of Castanea pumila (species 38) in the state of Florida,...

Source: Distribution of Castanea pumila in Florida with covariates

Additional Information

Field	Value
Data last updated	March 10, 2015
Metadata last updated	March 10, 2015
Created	March 10, 2015
Format	TXT
License	Creative Commons Attribution Share-Alike
Datastore active	False
Has views	False
Id	42402d6f-71aa-4a42-8cfa-6f380511239f
Package id	76450eb9-53ea-418c-8d07-0fef59ebd1a2
Position	0
State	active
Url type	upload

Field

Value

Data last updated

March 10, 2015

Metadata last updated

March 10, 2015

Created

March 10, 2015

Format

TXT

License

Creative Commons Attribution Share-Alike

Datastore active

False

Has views

False

42402d6f-71aa-4a42-8cfa-6f380511239f

Package id

76450eb9-53ea-418c-8d07-0fef59ebd1a2

Position

State

active

Url type

upload

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sqlparse	0.5.0	None	A non-validating SQL parser.
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tomli	2.0.1	None	A lil' TOML parser
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Variable	Value
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current_user	<ckan.model.user.AnonymousUser object at 0x7fe1065ca440>
g	<flask.g of 'ckan.config.middleware.flask_app'>
request	<Request 'http://192.168.122.4/dataset/distribution-of-castanea-pumila-in-florida-with-covariates/resource/42402d6f-71aa-4a42-8cfa-6f380511239f' [GET]>
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Variable	Value
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dataset_type	'dataset'
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package	{'author': '', 'author_email': '', 'creator_user_id': '0ed6839a-e7cd-4504-9192-fa73b3cc8756', 'id': '76450eb9-53ea-418c-8d07-0fef59ebd1a2', 'isopen': True, 'license_id': 'cc-by-sa', 'license_title': 'Creative Commons Attribution Share-Alike', 'license_url': 'http://www.opendefinition.org/licenses/cc-by-sa', 'maintainer': 'Andrew Zammit-Mangion', 'maintainer_email': 'azm [at] uow.edu.au', 'metadata_created': '2015-03-10T00:59:23.624337', 'metadata_modified': '2017-02-06T02:28:07.660373', 'name': 'distribution-of-castanea-pumila-in-florida-with-covariates', 'notes': 'These data were made available in the data webpage of the [book by Gaetan and Guyon](http://www.dst.unive.it/~gaetan/ModStatSpat/datasets.html).\r\n\r\nDescription:\r\n-----\r\n\r\nDistribution of about 180 plants of Castanea pumila (species 38) in the state of Florida, and data on the values of four climate variables which are expected to be important factors in determining the distribution of the plant species.\r\n\r\nFormat:\r\n-----\r\n\r\n- `row`: row number\r\n- `col`: column number\r\n- `sp38`: incidence of Cuastanea pumila\r\n- `FZF`: median freeze-free period in days\r\n- `TAV`: mean annual temperature in degrees Celsius\r\n- `PRCP`: mean total annual precipitation in millimetres\r\n- `MI`: moisture index = (PRCP)/(TAV x 58.93), where TAV x 58.93 = estimate of mean annual potential evapotranspiration by the Holdridge method.\r\n\r\nUsage:\r\n----\r\n\r\n library(ggplot2)\r\n X <- read.table("~/Desktop/sp38data.txt",header=T)\r\n ggplot(X) + geom_tile(aes(col,row,fill=sp38))\r\n\r\n![Alt text](https://dl.dropboxusercontent.com/u/3028804/ckan/castanea1.png)\r\n\r\n ggplot(X) + geom_tile(aes(col,row,fill=mi))\r\n\r\n![Alt text](https://dl.dropboxusercontent.com/u/3028804/ckan/castanea2.png)\r\n\r\nReferences:\r\n----\r\nWu, H. and Huffer, F.W. (1997), Modelling the Distribution of Plant Species Using Autologistic Regression Model, Environmental and Ecological Statistics, 4, 49-64. \r\n\r\n[Fred Huffer\'s web page](http://stat.fsu.edu/~huffer/software/autologistic.shar)', 'num_resources': 1, 'num_tags': 2, 'organization': {'id': '4207b363-dfff-475d-a24c-fd97ca7f9e9a', 'name': 'cei', 'title': 'Centre for Environmental Informatics (CEI)', 'type': 'organization', 'description': '', 'image_url': 'http://niasra.uow.edu.au/content/groups/webasset/@web/@inf/@math/documents/mm/uow170808.png', 'created': '2014-11-25T12:33:11.014268', 'is_organization': True, 'approval_status': 'approved', 'state': 'active'}, 'owner_org': '4207b363-dfff-475d-a24c-fd97ca7f9e9a', 'private': False, 'state': 'active', 'title': 'Distribution of Castanea pumila in Florida with covariates', 'type': 'dataset', 'url': '', 'version': '', 'resources': [{'cache_last_updated': None, 'cache_url': None, 'created': '2015-03-10T11:59:42.163989', 'datastore_active': False, 'description': '', 'format': 'TXT', 'hash': '', 'id': '42402d6f-71aa-4a42-8cfa-6f380511239f', 'last_modified': None, 'metadata_modified': '2015-03-10T11:59:42.163989', 'mimetype': None, 'mimetype_inner': None, 'name': 'Castanea data', 'package_id': '76450eb9-53ea-418c-8d07-0fef59ebd1a2', 'position': 0, 'resource_type': None, 'size': None, 'state': 'active', 'url': 'https://hpc.niasra.uow.edu.au/ckan/dataset/76450eb9-53ea-418c-8d07-0fef59ebd1a2/resource/42402d6f-71aa-4a42-8cfa-6f380511239f/download/sp38data.txt', 'url_type': 'upload', 'has_views': False}], 'tags': [{'display_name': 'ecology', 'id': '6027bf7a-8465-4670-aa0a-ea3886383341', 'name': 'ecology', 'state': 'active', 'vocabulary_id': None}, {'display_name': 'plant', 'id': 'af7ef24c-fafe-4124-ad38-375db628a74d', 'name': 'plant', 'state': 'active', 'vocabulary_id': None}], 'extras': [], 'groups': [], 'relationships_as_subject': [], 'relationships_as_object': []}
pkg	<Package id=76450eb9-53ea-418c-8d07-0fef59ebd1a2 name=distribution-of-castanea-pumila-in-florida-with-covariates title=Distribution of Castanea pumila in Florida with covariates version= url= author= author_email= maintainer=Andrew Zammit-Mangion maintainer_email=azm [at] uow.edu.au notes=These data were made available in the data webpage of the [book by Gaetan and Guyon](http://www.dst.unive.it/~gaetan/ModStatSpat/datasets.html). Description: ----- Distribution of about 180 plants of Castanea pumila (species 38) in the state of Florida, and data on the values of four climate variables which are expected to be important factors in determining the distribution of the plant species. Format: ----- - `row`: row number - `col`: column number - `sp38`: incidence of Cuastanea pumila - `FZF`: median freeze-free period in days - `TAV`: mean annual temperature in degrees Celsius - `PRCP`: mean total annual precipitation in millimetres - `MI`: moisture index = (PRCP)/(TAV x 58.93), where TAV x 58.93 = estimate of mean annual potential evapotranspiration by the Holdridge method. Usage: ---- library(ggplot2) X <- read.table("~/Desktop/sp38data.txt",header=T) ggplot(X) + geom_tile(aes(col,row,fill=sp38)) ![Alt text](https://dl.dropboxusercontent.com/u/3028804/ckan/castanea1.png) ggplot(X) + geom_tile(aes(col,row,fill=mi)) ![Alt text](https://dl.dropboxusercontent.com/u/3028804/ckan/castanea2.png) References: ---- Wu, H. and Huffer, F.W. (1997), Modelling the Distribution of Plant Species Using Autologistic Regression Model, Environmental and Ecological Statistics, 4, 49-64. [Fred Huffer's web page](http://stat.fsu.edu/~huffer/software/autologistic.shar) license_id=cc-by-sa type=dataset owner_org=4207b363-dfff-475d-a24c-fd97ca7f9e9a creator_user_id=0ed6839a-e7cd-4504-9192-fa73b3cc8756 metadata_created=2015-03-10 00:59:23.624337 metadata_modified=2017-02-06 02:28:07.660373 private=False state=active plugin_data=None>
pkg_dict	{'author': '', 'author_email': '', 'creator_user_id': '0ed6839a-e7cd-4504-9192-fa73b3cc8756', 'id': '76450eb9-53ea-418c-8d07-0fef59ebd1a2', 'isopen': True, 'license_id': 'cc-by-sa', 'license_title': 'Creative Commons Attribution Share-Alike', 'license_url': 'http://www.opendefinition.org/licenses/cc-by-sa', 'maintainer': 'Andrew Zammit-Mangion', 'maintainer_email': 'azm [at] uow.edu.au', 'metadata_created': '2015-03-10T00:59:23.624337', 'metadata_modified': '2017-02-06T02:28:07.660373', 'name': 'distribution-of-castanea-pumila-in-florida-with-covariates', 'notes': 'These data were made available in the data webpage of the [book by Gaetan and Guyon](http://www.dst.unive.it/~gaetan/ModStatSpat/datasets.html).\r\n\r\nDescription:\r\n-----\r\n\r\nDistribution of about 180 plants of Castanea pumila (species 38) in the state of Florida, and data on the values of four climate variables which are expected to be important factors in determining the distribution of the plant species.\r\n\r\nFormat:\r\n-----\r\n\r\n- `row`: row number\r\n- `col`: column number\r\n- `sp38`: incidence of Cuastanea pumila\r\n- `FZF`: median freeze-free period in days\r\n- `TAV`: mean annual temperature in degrees Celsius\r\n- `PRCP`: mean total annual precipitation in millimetres\r\n- `MI`: moisture index = (PRCP)/(TAV x 58.93), where TAV x 58.93 = estimate of mean annual potential evapotranspiration by the Holdridge method.\r\n\r\nUsage:\r\n----\r\n\r\n library(ggplot2)\r\n X <- read.table("~/Desktop/sp38data.txt",header=T)\r\n ggplot(X) + geom_tile(aes(col,row,fill=sp38))\r\n\r\n![Alt text](https://dl.dropboxusercontent.com/u/3028804/ckan/castanea1.png)\r\n\r\n ggplot(X) + geom_tile(aes(col,row,fill=mi))\r\n\r\n![Alt text](https://dl.dropboxusercontent.com/u/3028804/ckan/castanea2.png)\r\n\r\nReferences:\r\n----\r\nWu, H. and Huffer, F.W. (1997), Modelling the Distribution of Plant Species Using Autologistic Regression Model, Environmental and Ecological Statistics, 4, 49-64. \r\n\r\n[Fred Huffer\'s web page](http://stat.fsu.edu/~huffer/software/autologistic.shar)', 'num_resources': 1, 'num_tags': 2, 'organization': {'id': '4207b363-dfff-475d-a24c-fd97ca7f9e9a', 'name': 'cei', 'title': 'Centre for Environmental Informatics (CEI)', 'type': 'organization', 'description': '', 'image_url': 'http://niasra.uow.edu.au/content/groups/webasset/@web/@inf/@math/documents/mm/uow170808.png', 'created': '2014-11-25T12:33:11.014268', 'is_organization': True, 'approval_status': 'approved', 'state': 'active'}, 'owner_org': '4207b363-dfff-475d-a24c-fd97ca7f9e9a', 'private': False, 'state': 'active', 'title': 'Distribution of Castanea pumila in Florida with covariates', 'type': 'dataset', 'url': '', 'version': '', 'resources': [{'cache_last_updated': None, 'cache_url': None, 'created': '2015-03-10T11:59:42.163989', 'datastore_active': False, 'description': '', 'format': 'TXT', 'hash': '', 'id': '42402d6f-71aa-4a42-8cfa-6f380511239f', 'last_modified': None, 'metadata_modified': '2015-03-10T11:59:42.163989', 'mimetype': None, 'mimetype_inner': None, 'name': 'Castanea data', 'package_id': '76450eb9-53ea-418c-8d07-0fef59ebd1a2', 'position': 0, 'resource_type': None, 'size': None, 'state': 'active', 'url': 'https://hpc.niasra.uow.edu.au/ckan/dataset/76450eb9-53ea-418c-8d07-0fef59ebd1a2/resource/42402d6f-71aa-4a42-8cfa-6f380511239f/download/sp38data.txt', 'url_type': 'upload', 'has_views': False}], 'tags': [{'display_name': 'ecology', 'id': '6027bf7a-8465-4670-aa0a-ea3886383341', 'name': 'ecology', 'state': 'active', 'vocabulary_id': None}, {'display_name': 'plant', 'id': 'af7ef24c-fafe-4124-ad38-375db628a74d', 'name': 'plant', 'state': 'active', 'vocabulary_id': None}], 'extras': [], 'groups': [], 'relationships_as_subject': [], 'relationships_as_object': []}
request	<Request 'http://192.168.122.4/dataset/distribution-of-castanea-pumila-in-florida-with-covariates/resource/42402d6f-71aa-4a42-8cfa-6f380511239f' [GET]>
resource	{'cache_last_updated': None, 'cache_url': None, 'created': '2015-03-10T11:59:42.163989', 'datastore_active': False, 'description': '', 'format': 'TXT', 'hash': '', 'id': '42402d6f-71aa-4a42-8cfa-6f380511239f', 'last_modified': None, 'metadata_modified': '2015-03-10T11:59:42.163989', 'mimetype': None, 'mimetype_inner': None, 'name': 'Castanea data', 'package_id': '76450eb9-53ea-418c-8d07-0fef59ebd1a2', 'position': 0, 'resource_type': None, 'size': None, 'state': 'active', 'url': 'https://hpc.niasra.uow.edu.au/ckan/dataset/76450eb9-53ea-418c-8d07-0fef59ebd1a2/resource/42402d6f-71aa-4a42-8cfa-6f380511239f/download/sp38data.txt', 'url_type': 'upload', 'has_views': False}
resource_views	[]
session	<SecureCookieSession {'_csrf_token': '90439f0bc56d79bbe4567297114f61ad54b8edf8'}>

Castanea data

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flask.g content

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ckan.site_about	'INTRODUCTION BY DIRECTOR: PROFESSOR Marijka Batterham \r\n----------------------\r\n\r\nThe National Institute for Applied Statistics Research Australia (NIASRA) at the University of Wollongong aims to identify Australia as a place where the discipline of applied statistics collaborates with academics and professionals in science, government, business and industry to tackle strategic problems. Methods for obtaining relevant and reliable data and methods that can be used to extract the information and evidence that the data can provide are fundamental in solving important and complex problems facing society. The huge increase in data available in all fields and relating to every issue challenging a modern society means that there are large gaps between the methods needed to fully exploit these data and the methods available to do so. New statistical methods are needed to handle uncertainty and risk in large and complex data structures and to generate knowledge that can be acted upon. NIASRA is undertaking a program of research developing new statistical methods for obtaining and analysing data relevant to agriculture, energy, engineering, environmental sciences, finance, health, medicine, mining, natural resources, and social sciences. The Institute aims to provide leading-edge research and consulting capacity in applied statistics for Australia and our region through the skills and activities of its staff and research students. \r\n \r\n\r\nNIASRA is committed to developing and applying innovative statistical methods to important problems. It conducts: \r\n\r\n- fundamental methodological research; \r\n- industry-focused and contract research; \r\n- major consulting projects;\r\n- professional education and training. \r\n \r\nNIASRA’s research is focused in Biometry and Bioinformatics, Environmental Informatics, Survey Methodology, and also research in Statistical Education and Statistical and Mathematical Methodology in Finance. It is led by Director Prof David Steel and includes: \r\n\r\n- Centre for Bioinformatics and Biometrics Research – Director Prof Brian Cullis;\r\n- Centre for Environmental Informatics – Director Distinguished Prof Noel Cressie;\r\n- Centre for Sample Survey Methodology – Director Prof Ray Chambers;\r\n- Statistical Consulting Centre - Director A/Professor Marijka Batterham, focussing on support for research within the University in design and analysis.\r\n \r\nThe institute is a Research Strength of the University of Wollongong and has over 20 academic staff members and 25 research students. It has been successful in developing long-term collaborative partnerships. It has two externally funded research professors: Professor Chambers is funded by the Australian Bureau of Statistics and Professor Brian Cullis is funded by CSIRO and the Grains Research Development Corporation. It has formal partnerships with the NZ Ministry of Health and the Australian Market and Social Research Society. \r\n \r\n\r\nThe themes that underpin the research at NIASRA are:\r\n\r\n- statistical design - developing efficient methods of obtaining relevant and reliable data in surveys, experiments, and other data collections;\r\n- complexity of data arising from observations in large scale real populations – often involving hierarchical or auto-correlated data - and computational methods to handle such data; and\r\n- working with major organisations on significant problems. \r\n \r\nInternationally competitive areas of methodological research include: statistical design - survey and experimental design; analysis of complex data from complex populations - survey, biometric, environmental, longitudinal, spatial, aggregated data, and also combining data; statistical modelling – methods for spatial, temporal and spatial-temporal data, semi-parametric and nonparametric methods, time series, quasi-likelihood, multi-level modelling, Bayesian analysis, and estimating equations;\r\ndata quality and survey methods - particularly telephone, household, internet and environmental surveys;\r\nstatistical confidentiality.\r\n \r\nNIASRA offers postgraduate and professional education courses and programs that build on our world-class staff, extensive experience and industry collaborations.'
ckan.site_custom_css	`'a[href]:after {\r\n content: none;\r\n}\r\n.hero {\r\n min-height:0px;\r\n}'`
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ckan.site_intro_text	'This data portal hosts data of interest to, or used in projects by, researchers at the National Institute of Applied Research Australia (NIASRA), based at the University of Wollongong. All data available to the public can be considered open source. The open data portal software employed here is `CKAN`; more information can be found at http://ckan.org/.'
ckan.site_logo	`'niasra-logo.png'`
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config.mode	`'strict'`
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email_to	`''`
error_email_from	`''`
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here	`'/etc/ckan/default'`
licenses_group_url	`''`
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MAX_CONTENT_LENGTH	`None`
MAX_COOKIE_SIZE	`4093`
package_edit_return_url	`''`
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package_new_return_url	`''`
PERMANENT_SESSION_LIFETIME	`31536000`
plugin_public_paths	`['/usr/lib/ckan/default/lib/python3.10/site-packages/ckanext/activity/public']`
plugin_template_paths	`['/usr/lib/ckan/default/lib/python3.10/site-packages/ckanext/activity/templates', '/usr/lib/ckan/default/lib/python3.10/site-packages/ckanext/datastore/templates']`
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REMEMBER_COOKIE_DOMAIN	`None`
REMEMBER_COOKIE_DURATION	`31536000`
REMEMBER_COOKIE_HTTPONLY	`True`
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SEND_FILE_MAX_AGE_DEFAULT	`None`
SERVER_NAME	`None`
SESSION_COOKIE_DOMAIN	`''`
SESSION_COOKIE_HTTPONLY	`True`
SESSION_COOKIE_NAME	`'ckan'`
SESSION_COOKIE_PATH	`''`
SESSION_COOKIE_SAMESITE	`'Lax'`
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SESSION_KEY_PREFIX	`'session:'`
SESSION_PERMANENT	`True`
SESSION_REFRESH_EACH_REQUEST	`False`
SESSION_TYPE	`'cookie'`
SESSION_USE_SIGNER	`False`
smtp.mail_from	`''`
smtp.password	`''`
smtp.reply_to	`''`
smtp.server	`'localhost'`
smtp.starttls	`False`
smtp.user	`''`
solr_password	`''`
solr_timeout	`60`
solr_url	`'http://192.168.122.4:8983/solr/ckan'`
solr_user	`''`
sqlalchemy.pool_pre_ping	`True`
sqlalchemy.url	`'postgresql://ckan_default:ckanniasra123!@localhost/ckan_default'`
SQLALCHEMY_RECORD_QUERIES	`True`
TEMPLATES_AUTO_RELOAD	`None`
TESTING	`False`
testing	`False`
TRAP_BAD_REQUEST_ERRORS	`None`
TRAP_HTTP_EXCEPTIONS	`False`
use	`'egg:ckan'`
USE_X_SENDFILE	`False`
WTF_CSRF_CHECK_DEFAULT	`True`
WTF_CSRF_ENABLED	`True`
WTF_CSRF_FIELD_NAME	`'_csrf_token'`
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WTF_CSRF_SECRET_KEY	`'string:OuonVd5Md43IixzaojMJc6OV1Pk'`
WTF_CSRF_SSL_STRICT	`True`
WTF_CSRF_TIME_LIMIT	`3600`
WTF_I18N_ENABLED	`True`

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/dataset/	dataset.search	GET, HEAD, OPTIONS	False	None
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/dataset/<id>/resource/<resource_id>/views	dataset_resource.views	GET, HEAD, OPTIONS	False	None
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/dataset/<id>/resource/new	resource.new	GET, HEAD, OPTIONS, POST	False	None
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/dataset/changes/<id>	activity.package_changes	GET, HEAD, OPTIONS	False	None
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/dataset/collaborators/<id>/new	dataset.new_collaborator	GET, HEAD, OPTIONS, POST	False	None
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/group/changes_multiple	activity.group_changes_multiple	GET, HEAD, OPTIONS	False	None
/group/delete/<id>	group.delete	GET, HEAD, OPTIONS, POST	False	None
/group/edit/<id>	group.edit	GET, HEAD, OPTIONS, POST	False	None
/group/follow/<id>	group.follow	OPTIONS, POST	False	None
/group/followers/<id>	group.followers	GET, HEAD, OPTIONS, POST	False	None
/group/manage_members/<id>	group.manage_members	GET, HEAD, OPTIONS, POST	False	None
/group/member_delete/<id>	group.member_delete	GET, HEAD, OPTIONS, POST	False	None
/group/member_dump/<id>	group.member_dump	GET, HEAD, OPTIONS	False	None
/group/member_new/<id>	group.member_new	GET, HEAD, OPTIONS, POST	False	None
/group/members/<id>	group.members	GET, HEAD, OPTIONS	False	None
/group/new	group.new	GET, HEAD, OPTIONS, POST	False	None
/group/unfollow/<id>	group.unfollow	OPTIONS, POST	False	None
/no/	home.redirect_locale	GET, HEAD, OPTIONS	False	None
/no/<path:path>	home.redirect_locale	GET, HEAD, OPTIONS	False	None
/organization/	organization.index	GET, HEAD, OPTIONS	False	None
/organization/<id>	organization.read	GET, HEAD, OPTIONS	False	None
/organization/about/<id>	organization.about	GET, HEAD, OPTIONS	False	None
/organization/activity/<id>	activity.organization_activity	GET, HEAD, OPTIONS	False	None
/organization/admins/<id>	organization.admins	GET, HEAD, OPTIONS, POST	False	None
/organization/bulk_process/<id>	organization.bulk_process	GET, HEAD, OPTIONS, POST	False	None
/organization/changes/<id>	activity.organization_changes	GET, HEAD, OPTIONS	False	None
/organization/changes_multiple	activity.organization_changes_multiple	GET, HEAD, OPTIONS	False	None
/organization/delete/<id>	organization.delete	GET, HEAD, OPTIONS, POST	False	None
/organization/edit/<id>	organization.edit	GET, HEAD, OPTIONS, POST	False	None
/organization/follow/<id>	organization.follow	OPTIONS, POST	False	None
/organization/followers/<id>	organization.followers	GET, HEAD, OPTIONS, POST	False	None
/organization/manage_members/<id>	organization.manage_members	GET, HEAD, OPTIONS, POST	False	None
/organization/member_delete/<id>	organization.member_delete	GET, HEAD, OPTIONS, POST	False	None
/organization/member_dump/<id>	organization.member_dump	GET, HEAD, OPTIONS	False	None
/organization/member_new/<id>	organization.member_new	GET, HEAD, OPTIONS, POST	False	None
/organization/members/<id>	organization.members	GET, HEAD, OPTIONS	False	None
/organization/new	organization.new	GET, HEAD, OPTIONS, POST	False	None
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/testing/primer	util.primer	GET, HEAD, OPTIONS	False	None
/user/	user.index	GET, HEAD, OPTIONS	False	None
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/user/<id>/api-tokens/<jti>/revoke	user.api_token_revoke	OPTIONS, POST	False	None
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/user/edit/<id>	user.edit	GET, HEAD, OPTIONS, POST	False	None
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/user/login	user.login	GET, HEAD, OPTIONS, POST	False	None
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_csrf_token	IjkwNDM5ZjBiYzU2ZDc5YmJlNDU2NzI5NzExNGY2MWFkNTRiOGVkZjgi.aAPaDQ.rOyAQ90d1g3xHQbyxs1bOK-hAoE
_flask_babel	namespace(babel_domain=<Domain(None, ['ckan'])>, babel_locale=Locale('en'), babel_tzinfo=<UTC>)
_login_user	<ckan.model.user.AnonymousUser object at 0x7fe1065ca440>
_webassets	{'style': [], 'script': [], 'included': {'ckanext_datastore/datastore_css', 'vendor/htmx', 'vendor/vendor', 'css/main', 'vendor/fontawesome', 'vendor/bootstrap', 'vendor/jquery', 'base/main', 'base/ckan', 'ckanext-activity/activity', 'ckanext_datastore/datastore', 'vendor/select2-css', 'ckanext-activity/activity-css'}}
author	192.168.122.1
blueprint	dataset_resource
csrf_field_name	_csrf_token
debug_toolbar	<flask_debugtoolbar.DebugToolbarExtension object at 0x7fe10ad09690>
login_via_auth_header	True
package	{'author': '', 'author_email': '', 'creator_user_id': '0ed6839a-e7cd-4504-9192-fa73b3cc8756', 'id': '76450eb9-53ea-418c-8d07-0fef59ebd1a2', 'isopen': True, 'license_id': 'cc-by-sa', 'license_title': 'Creative Commons Attribution Share-Alike', 'license_url': 'http://www.opendefinition.org/licenses/cc-by-sa', 'maintainer': 'Andrew Zammit-Mangion', 'maintainer_email': 'azm [at] uow.edu.au', 'metadata_created': '2015-03-10T00:59:23.624337', 'metadata_modified': '2017-02-06T02:28:07.660373', 'name': 'distribution-of-castanea-pumila-in-florida-with-covariates', 'notes': 'These data were made available in the data webpage of the [book by Gaetan and Guyon](http://www.dst.unive.it/~gaetan/ModStatSpat/datasets.html).\r\n\r\nDescription:\r\n-----\r\n\r\nDistribution of about 180 plants of Castanea pumila (species 38) in the state of Florida, and data on the values of four climate variables which are expected to be important factors in determining the distribution of the plant species.\r\n\r\nFormat:\r\n-----\r\n\r\n- `row`: row number\r\n- `col`: column number\r\n- `sp38`: incidence of Cuastanea pumila\r\n- `FZF`: median freeze-free period in days\r\n- `TAV`: mean annual temperature in degrees Celsius\r\n- `PRCP`: mean total annual precipitation in millimetres\r\n- `MI`: moisture index = (PRCP)/(TAV x 58.93), where TAV x 58.93 = estimate of mean annual potential evapotranspiration by the Holdridge method.\r\n\r\nUsage:\r\n----\r\n\r\n library(ggplot2)\r\n X <- read.table("~/Desktop/sp38data.txt",header=T)\r\n ggplot(X) + geom_tile(aes(col,row,fill=sp38))\r\n\r\n![Alt text](https://dl.dropboxusercontent.com/u/3028804/ckan/castanea1.png)\r\n\r\n ggplot(X) + geom_tile(aes(col,row,fill=mi))\r\n\r\n![Alt text](https://dl.dropboxusercontent.com/u/3028804/ckan/castanea2.png)\r\n\r\nReferences:\r\n----\r\nWu, H. and Huffer, F.W. (1997), Modelling the Distribution of Plant Species Using Autologistic Regression Model, Environmental and Ecological Statistics, 4, 49-64. \r\n\r\n[Fred Huffer\'s web page](http://stat.fsu.edu/~huffer/software/autologistic.shar)', 'num_resources': 1, 'num_tags': 2, 'organization': {'id': '4207b363-dfff-475d-a24c-fd97ca7f9e9a', 'name': 'cei', 'title': 'Centre for Environmental Informatics (CEI)', 'type': 'organization', 'description': '', 'image_url': 'http://niasra.uow.edu.au/content/groups/webasset/@web/@inf/@math/documents/mm/uow170808.png', 'created': '2014-11-25T12:33:11.014268', 'is_organization': True, 'approval_status': 'approved', 'state': 'active'}, 'owner_org': '4207b363-dfff-475d-a24c-fd97ca7f9e9a', 'private': False, 'state': 'active', 'title': 'Distribution of Castanea pumila in Florida with covariates', 'type': 'dataset', 'url': '', 'version': '', 'resources': [{'cache_last_updated': None, 'cache_url': None, 'created': '2015-03-10T11:59:42.163989', 'datastore_active': False, 'description': '', 'format': 'TXT', 'hash': '', 'id': '42402d6f-71aa-4a42-8cfa-6f380511239f', 'last_modified': None, 'metadata_modified': '2015-03-10T11:59:42.163989', 'mimetype': None, 'mimetype_inner': None, 'name': 'Castanea data', 'package_id': '76450eb9-53ea-418c-8d07-0fef59ebd1a2', 'position': 0, 'resource_type': None, 'size': None, 'state': 'active', 'url': 'https://hpc.niasra.uow.edu.au/ckan/dataset/76450eb9-53ea-418c-8d07-0fef59ebd1a2/resource/42402d6f-71aa-4a42-8cfa-6f380511239f/download/sp38data.txt', 'url_type': 'upload', 'has_views': False}], 'tags': [{'display_name': 'ecology', 'id': '6027bf7a-8465-4670-aa0a-ea3886383341', 'name': 'ecology', 'state': 'active', 'vocabulary_id': None}, {'display_name': 'plant', 'id': 'af7ef24c-fafe-4124-ad38-375db628a74d', 'name': 'plant', 'state': 'active', 'vocabulary_id': None}], 'extras': [], 'groups': [], 'relationships_as_subject': [], 'relationships_as_object': []}
pkg	<Package id=76450eb9-53ea-418c-8d07-0fef59ebd1a2 name=distribution-of-castanea-pumila-in-florida-with-covariates title=Distribution of Castanea pumila in Florida with covariates version= url= author= author_email= maintainer=Andrew Zammit-Mangion maintainer_email=azm [at] uow.edu.au notes=These data were made available in the data webpage of the [book by Gaetan and Guyon](http://www.dst.unive.it/~gaetan/ModStatSpat/datasets.html). Description: ----- Distribution of about 180 plants of Castanea pumila (species 38) in the state of Florida, and data on the values of four climate variables which are expected to be important factors in determining the distribution of the plant species. Format: ----- - `row`: row number - `col`: column number - `sp38`: incidence of Cuastanea pumila - `FZF`: median freeze-free period in days - `TAV`: mean annual temperature in degrees Celsius - `PRCP`: mean total annual precipitation in millimetres - `MI`: moisture index = (PRCP)/(TAV x 58.93), where TAV x 58.93 = estimate of mean annual potential evapotranspiration by the Holdridge method. Usage: ---- library(ggplot2) X <- read.table("~/Desktop/sp38data.txt",header=T) ggplot(X) + geom_tile(aes(col,row,fill=sp38)) ![Alt text](https://dl.dropboxusercontent.com/u/3028804/ckan/castanea1.png) ggplot(X) + geom_tile(aes(col,row,fill=mi)) ![Alt text](https://dl.dropboxusercontent.com/u/3028804/ckan/castanea2.png) References: ---- Wu, H. and Huffer, F.W. (1997), Modelling the Distribution of Plant Species Using Autologistic Regression Model, Environmental and Ecological Statistics, 4, 49-64. [Fred Huffer's web page](http://stat.fsu.edu/~huffer/software/autologistic.shar) license_id=cc-by-sa type=dataset owner_org=4207b363-dfff-475d-a24c-fd97ca7f9e9a creator_user_id=0ed6839a-e7cd-4504-9192-fa73b3cc8756 metadata_created=2015-03-10 00:59:23.624337 metadata_modified=2017-02-06 02:28:07.660373 private=False state=active plugin_data=None>
pkg_dict	{'author': '', 'author_email': '', 'creator_user_id': '0ed6839a-e7cd-4504-9192-fa73b3cc8756', 'id': '76450eb9-53ea-418c-8d07-0fef59ebd1a2', 'isopen': True, 'license_id': 'cc-by-sa', 'license_title': 'Creative Commons Attribution Share-Alike', 'license_url': 'http://www.opendefinition.org/licenses/cc-by-sa', 'maintainer': 'Andrew Zammit-Mangion', 'maintainer_email': 'azm [at] uow.edu.au', 'metadata_created': '2015-03-10T00:59:23.624337', 'metadata_modified': '2017-02-06T02:28:07.660373', 'name': 'distribution-of-castanea-pumila-in-florida-with-covariates', 'notes': 'These data were made available in the data webpage of the [book by Gaetan and Guyon](http://www.dst.unive.it/~gaetan/ModStatSpat/datasets.html).\r\n\r\nDescription:\r\n-----\r\n\r\nDistribution of about 180 plants of Castanea pumila (species 38) in the state of Florida, and data on the values of four climate variables which are expected to be important factors in determining the distribution of the plant species.\r\n\r\nFormat:\r\n-----\r\n\r\n- `row`: row number\r\n- `col`: column number\r\n- `sp38`: incidence of Cuastanea pumila\r\n- `FZF`: median freeze-free period in days\r\n- `TAV`: mean annual temperature in degrees Celsius\r\n- `PRCP`: mean total annual precipitation in millimetres\r\n- `MI`: moisture index = (PRCP)/(TAV x 58.93), where TAV x 58.93 = estimate of mean annual potential evapotranspiration by the Holdridge method.\r\n\r\nUsage:\r\n----\r\n\r\n library(ggplot2)\r\n X <- read.table("~/Desktop/sp38data.txt",header=T)\r\n ggplot(X) + geom_tile(aes(col,row,fill=sp38))\r\n\r\n![Alt text](https://dl.dropboxusercontent.com/u/3028804/ckan/castanea1.png)\r\n\r\n ggplot(X) + geom_tile(aes(col,row,fill=mi))\r\n\r\n![Alt text](https://dl.dropboxusercontent.com/u/3028804/ckan/castanea2.png)\r\n\r\nReferences:\r\n----\r\nWu, H. and Huffer, F.W. (1997), Modelling the Distribution of Plant Species Using Autologistic Regression Model, Environmental and Ecological Statistics, 4, 49-64. \r\n\r\n[Fred Huffer\'s web page](http://stat.fsu.edu/~huffer/software/autologistic.shar)', 'num_resources': 1, 'num_tags': 2, 'organization': {'id': '4207b363-dfff-475d-a24c-fd97ca7f9e9a', 'name': 'cei', 'title': 'Centre for Environmental Informatics (CEI)', 'type': 'organization', 'description': '', 'image_url': 'http://niasra.uow.edu.au/content/groups/webasset/@web/@inf/@math/documents/mm/uow170808.png', 'created': '2014-11-25T12:33:11.014268', 'is_organization': True, 'approval_status': 'approved', 'state': 'active'}, 'owner_org': '4207b363-dfff-475d-a24c-fd97ca7f9e9a', 'private': False, 'state': 'active', 'title': 'Distribution of Castanea pumila in Florida with covariates', 'type': 'dataset', 'url': '', 'version': '', 'resources': [{'cache_last_updated': None, 'cache_url': None, 'created': '2015-03-10T11:59:42.163989', 'datastore_active': False, 'description': '', 'format': 'TXT', 'hash': '', 'id': '42402d6f-71aa-4a42-8cfa-6f380511239f', 'last_modified': None, 'metadata_modified': '2015-03-10T11:59:42.163989', 'mimetype': None, 'mimetype_inner': None, 'name': 'Castanea data', 'package_id': '76450eb9-53ea-418c-8d07-0fef59ebd1a2', 'position': 0, 'resource_type': None, 'size': None, 'state': 'active', 'url': 'https://hpc.niasra.uow.edu.au/ckan/dataset/76450eb9-53ea-418c-8d07-0fef59ebd1a2/resource/42402d6f-71aa-4a42-8cfa-6f380511239f/download/sp38data.txt', 'url_type': 'upload', 'has_views': False}], 'tags': [{'display_name': 'ecology', 'id': '6027bf7a-8465-4670-aa0a-ea3886383341', 'name': 'ecology', 'state': 'active', 'vocabulary_id': None}, {'display_name': 'plant', 'id': 'af7ef24c-fafe-4124-ad38-375db628a74d', 'name': 'plant', 'state': 'active', 'vocabulary_id': None}], 'extras': [], 'groups': [], 'relationships_as_subject': [], 'relationships_as_object': []}
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