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CODE_OF_CONDUCT.md
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CODE_OF_CONDUCT.md
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|
|||
# Contributor Code of Conduct
|
||||
|
||||
As contributors and maintainers of this project, we pledge to respect all people who
|
||||
contribute through reporting issues, posting feature requests, updating documentation,
|
||||
submitting pull requests or patches, and other activities.
|
||||
|
||||
We are committed to making participation in this project a harassment-free experience for
|
||||
everyone, regardless of level of experience, gender, gender identity and expression,
|
||||
sexual orientation, disability, personal appearance, body size, race, ethnicity, age, or religion.
|
||||
|
||||
Examples of unacceptable behavior by participants include the use of sexual language or
|
||||
imagery, derogatory comments or personal attacks, trolling, public or private harassment,
|
||||
insults, or other unprofessional conduct.
|
||||
|
||||
Project maintainers have the right and responsibility to remove, edit, or reject comments,
|
||||
commits, code, wiki edits, issues, and other contributions that are not aligned to this
|
||||
Code of Conduct. Project maintainers who do not follow the Code of Conduct may be removed
|
||||
from the project team.
|
||||
|
||||
Instances of abusive, harassing, or otherwise unacceptable behavior may be reported by
|
||||
opening an issue or contacting one or more of the project maintainers.
|
||||
|
||||
This Code of Conduct is adapted from the Contributor Covenant
|
||||
(https://www.contributor-covenant.org), version 1.0.0, available at
|
||||
https://contributor-covenant.org/version/1/0/0/.
|
661
LICENSE.txt
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LICENSE.txt
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@ -0,0 +1,661 @@
|
|||
GNU AFFERO GENERAL PUBLIC LICENSE
|
||||
Version 3, 19 November 2007
|
||||
|
||||
Copyright (C) 2007 Free Software Foundation, Inc. <https://fsf.org/>
|
||||
Everyone is permitted to copy and distribute verbatim copies
|
||||
of this license document, but changing it is not allowed.
|
||||
|
||||
Preamble
|
||||
|
||||
The GNU Affero General Public License is a free, copyleft license for
|
||||
software and other kinds of works, specifically designed to ensure
|
||||
cooperation with the community in the case of network server software.
|
||||
|
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The licenses for most software and other practical works are designed
|
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to take away your freedom to share and change the works. By contrast,
|
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our General Public Licenses are intended to guarantee your freedom to
|
||||
share and change all versions of a program--to make sure it remains free
|
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software for all its users.
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|
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When we speak of free software, we are referring to freedom, not
|
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price. Our General Public Licenses are designed to make sure that you
|
||||
have the freedom to distribute copies of free software (and charge for
|
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|
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want it, that you can change the software or use pieces of it in new
|
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free programs, and that you know you can do these things.
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|
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Developers that use our General Public Licenses protect your rights
|
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|
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|
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|
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|
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A secondary benefit of defending all users' freedom is that
|
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|
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|
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|
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The GNU General Public License permits making a modified version and
|
||||
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|
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|
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The GNU Affero General Public License is designed specifically to
|
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|
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|
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|
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|
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An older license, called the Affero General Public License and
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|
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The precise terms and conditions for copying, distribution and
|
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TERMS AND CONDITIONS
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0. Definitions.
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"This License" refers to version 3 of the GNU Affero General Public License.
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The Corresponding Source for a work in source code form is that
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|
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When you convey a covered work, you waive any legal power to forbid
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|
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You may charge any price or no price for each copy that you convey,
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You may convey a work based on the Program, or the modifications to
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|
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|
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|
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||||
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|
||||
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|
||||
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You may convey a covered work in object code form under the terms
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|
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|
||||
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|
||||
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||||
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||||
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||||
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||||
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||||
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||||
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|
||||
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|
||||
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|
||||
|
||||
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|
||||
|
||||
You may not propagate or modify a covered work except as expressly
|
||||
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|
||||
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||||
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||||
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||||
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|
||||
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|
||||
prior to 60 days after the cessation.
|
||||
|
||||
Moreover, your license from a particular copyright holder is
|
||||
reinstated permanently if the copyright holder notifies you of the
|
||||
violation by some reasonable means, this is the first time you have
|
||||
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|
||||
copyright holder, and you cure the violation prior to 30 days after
|
||||
your receipt of the notice.
|
||||
|
||||
Termination of your rights under this section does not terminate the
|
||||
licenses of parties who have received copies or rights from you under
|
||||
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|
||||
reinstated, you do not qualify to receive new licenses for the same
|
||||
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|
||||
|
||||
9. Acceptance Not Required for Having Copies.
|
||||
|
||||
You are not required to accept this License in order to receive or
|
||||
run a copy of the Program. Ancillary propagation of a covered work
|
||||
occurring solely as a consequence of using peer-to-peer transmission
|
||||
to receive a copy likewise does not require acceptance. However,
|
||||
nothing other than this License grants you permission to propagate or
|
||||
modify any covered work. These actions infringe copyright if you do
|
||||
not accept this License. Therefore, by modifying or propagating a
|
||||
covered work, you indicate your acceptance of this License to do so.
|
||||
|
||||
10. Automatic Licensing of Downstream Recipients.
|
||||
|
||||
Each time you convey a covered work, the recipient automatically
|
||||
receives a license from the original licensors, to run, modify and
|
||||
propagate that work, subject to this License. You are not responsible
|
||||
for enforcing compliance by third parties with this License.
|
||||
|
||||
An "entity transaction" is a transaction transferring control of an
|
||||
organization, or substantially all assets of one, or subdividing an
|
||||
organization, or merging organizations. If propagation of a covered
|
||||
work results from an entity transaction, each party to that
|
||||
transaction who receives a copy of the work also receives whatever
|
||||
licenses to the work the party's predecessor in interest had or could
|
||||
give under the previous paragraph, plus a right to possession of the
|
||||
Corresponding Source of the work from the predecessor in interest, if
|
||||
the predecessor has it or can get it with reasonable efforts.
|
||||
|
||||
You may not impose any further restrictions on the exercise of the
|
||||
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|
||||
not impose a license fee, royalty, or other charge for exercise of
|
||||
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|
||||
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|
||||
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|
||||
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|
||||
|
||||
11. Patents.
|
||||
|
||||
A "contributor" is a copyright holder who authorizes use under this
|
||||
License of the Program or a work on which the Program is based. The
|
||||
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|
||||
|
||||
A contributor's "essential patent claims" are all patent claims
|
||||
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|
||||
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|
||||
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|
||||
but do not include claims that would be infringed only as a
|
||||
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|
||||
purposes of this definition, "control" includes the right to grant
|
||||
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|
||||
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|
||||
|
||||
Each contributor grants you a non-exclusive, worldwide, royalty-free
|
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|
||||
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|
||||
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|
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|
||||
In the following three paragraphs, a "patent license" is any express
|
||||
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|
||||
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|
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|
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|
||||
If you convey a covered work, knowingly relying on a patent license,
|
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|
||||
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|
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|
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|
||||
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|
||||
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|
||||
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|
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license to downstream recipients. "Knowingly relying" means you have
|
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|
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|
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If, pursuant to or in connection with a single transaction or
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|
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|
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|
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or convey a specific copy of the covered work, then the patent license
|
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you grant is automatically extended to all recipients of the covered
|
||||
work and works based on it.
|
||||
|
||||
A patent license is "discriminatory" if it does not include within
|
||||
the scope of its coverage, prohibits the exercise of, or is
|
||||
conditioned on the non-exercise of one or more of the rights that are
|
||||
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|
||||
work if you are a party to an arrangement with a third party that is
|
||||
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|
||||
to the third party based on the extent of your activity of conveying
|
||||
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|
||||
parties who would receive the covered work from you, a discriminatory
|
||||
patent license (a) in connection with copies of the covered work
|
||||
conveyed by you (or copies made from those copies), or (b) primarily
|
||||
for and in connection with specific products or compilations that
|
||||
contain the covered work, unless you entered into that arrangement,
|
||||
or that patent license was granted, prior to 28 March 2007.
|
||||
|
||||
Nothing in this License shall be construed as excluding or limiting
|
||||
any implied license or other defenses to infringement that may
|
||||
otherwise be available to you under applicable patent law.
|
||||
|
||||
12. No Surrender of Others' Freedom.
|
||||
|
||||
If conditions are imposed on you (whether by court order, agreement or
|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
License would be to refrain entirely from conveying the Program.
|
||||
|
||||
13. Remote Network Interaction; Use with the GNU General Public License.
|
||||
|
||||
Notwithstanding any other provision of this License, if you modify the
|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
means of facilitating copying of software. This Corresponding Source
|
||||
shall include the Corresponding Source for any work covered by version 3
|
||||
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|
||||
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|
||||
|
||||
Notwithstanding any other provision of this License, you have
|
||||
permission to link or combine any covered work with a work licensed
|
||||
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|
||||
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|
||||
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|
||||
but the work with which it is combined will remain governed by version
|
||||
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|
||||
|
||||
14. Revised Versions of this License.
|
||||
|
||||
The Free Software Foundation may publish revised and/or new versions of
|
||||
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|
||||
will be similar in spirit to the present version, but may differ in detail to
|
||||
address new problems or concerns.
|
||||
|
||||
Each version is given a distinguishing version number. If the
|
||||
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|
||||
Public License "or any later version" applies to it, you have the
|
||||
option of following the terms and conditions either of that numbered
|
||||
version or of any later version published by the Free Software
|
||||
Foundation. If the Program does not specify a version number of the
|
||||
GNU Affero General Public License, you may choose any version ever published
|
||||
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|
||||
|
||||
If the Program specifies that a proxy can decide which future
|
||||
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|
||||
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|
||||
to choose that version for the Program.
|
||||
|
||||
Later license versions may give you additional or different
|
||||
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|
||||
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|
||||
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|
||||
|
||||
15. Disclaimer of Warranty.
|
||||
|
||||
THERE IS NO WARRANTY FOR THE PROGRAM, TO THE EXTENT PERMITTED BY
|
||||
APPLICABLE LAW. EXCEPT WHEN OTHERWISE STATED IN WRITING THE COPYRIGHT
|
||||
HOLDERS AND/OR OTHER PARTIES PROVIDE THE PROGRAM "AS IS" WITHOUT WARRANTY
|
||||
OF ANY KIND, EITHER EXPRESSED OR IMPLIED, INCLUDING, BUT NOT LIMITED TO,
|
||||
THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR
|
||||
PURPOSE. THE ENTIRE RISK AS TO THE QUALITY AND PERFORMANCE OF THE PROGRAM
|
||||
IS WITH YOU. SHOULD THE PROGRAM PROVE DEFECTIVE, YOU ASSUME THE COST OF
|
||||
ALL NECESSARY SERVICING, REPAIR OR CORRECTION.
|
||||
|
||||
16. Limitation of Liability.
|
||||
|
||||
IN NO EVENT UNLESS REQUIRED BY APPLICABLE LAW OR AGREED TO IN WRITING
|
||||
WILL ANY COPYRIGHT HOLDER, OR ANY OTHER PARTY WHO MODIFIES AND/OR CONVEYS
|
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|
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|
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USE OR INABILITY TO USE THE PROGRAM (INCLUDING BUT NOT LIMITED TO LOSS OF
|
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|
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|
||||
EVEN IF SUCH HOLDER OR OTHER PARTY HAS BEEN ADVISED OF THE POSSIBILITY OF
|
||||
SUCH DAMAGES.
|
||||
|
||||
17. Interpretation of Sections 15 and 16.
|
||||
|
||||
If the disclaimer of warranty and limitation of liability provided
|
||||
above cannot be given local legal effect according to their terms,
|
||||
reviewing courts shall apply local law that most closely approximates
|
||||
an absolute waiver of all civil liability in connection with the
|
||||
Program, unless a warranty or assumption of liability accompanies a
|
||||
copy of the Program in return for a fee.
|
||||
|
||||
END OF TERMS AND CONDITIONS
|
||||
|
||||
How to Apply These Terms to Your New Programs
|
||||
|
||||
If you develop a new program, and you want it to be of the greatest
|
||||
possible use to the public, the best way to achieve this is to make it
|
||||
free software which everyone can redistribute and change under these terms.
|
||||
|
||||
To do so, attach the following notices to the program. It is safest
|
||||
to attach them to the start of each source file to most effectively
|
||||
state the exclusion of warranty; and each file should have at least
|
||||
the "copyright" line and a pointer to where the full notice is found.
|
||||
|
||||
<one line to give the program's name and a brief idea of what it does.>
|
||||
Copyright (C) <year> <name of author>
|
||||
|
||||
This program is free software: you can redistribute it and/or modify
|
||||
it under the terms of the GNU Affero General Public License as published by
|
||||
the Free Software Foundation, either version 3 of the License, or
|
||||
(at your option) any later version.
|
||||
|
||||
This program is distributed in the hope that it will be useful,
|
||||
but WITHOUT ANY WARRANTY; without even the implied warranty of
|
||||
MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
|
||||
GNU Affero General Public License for more details.
|
||||
|
||||
You should have received a copy of the GNU Affero General Public License
|
||||
along with this program. If not, see <https://www.gnu.org/licenses/>.
|
||||
|
||||
Also add information on how to contact you by electronic and paper mail.
|
||||
|
||||
If your software can interact with users remotely through a computer
|
||||
network, you should also make sure that it provides a way for users to
|
||||
get its source. For example, if your program is a web application, its
|
||||
interface could display a "Source" link that leads users to an archive
|
||||
of the code. There are many ways you could offer source, and different
|
||||
solutions will be better for different programs; see section 13 for the
|
||||
specific requirements.
|
||||
|
||||
You should also get your employer (if you work as a programmer) or school,
|
||||
if any, to sign a "copyright disclaimer" for the program, if necessary.
|
||||
For more information on this, and how to apply and follow the GNU AGPL, see
|
||||
<https://www.gnu.org/licenses/>.
|
8
Makefile
Normal file
8
Makefile
Normal file
|
@ -0,0 +1,8 @@
|
|||
html:
|
||||
Rscript -e 'library(rmarkdown); rmarkdown::render("mapping_draft.Rmd", "html_document")'
|
||||
|
||||
hpc:
|
||||
Rscript -e 'library(rmarkdown); rmarkdown::render("mapping_draft-hpc_optimised.Rmd", "html_document")'
|
||||
|
||||
pdf:
|
||||
Rscript -e 'library(rmarkdown); rmarkdown::render("./mapping_draft.Rmd", "pdf_document")'
|
49
README.md
49
README.md
|
@ -1,10 +1,12 @@
|
|||
# Mapping Environmental Action
|
||||
|
||||
This code is associated with a scholarly paper "Mapping Environmental Action" (currently unpublished). In the paper, I draw on original data gathered from my research with Eco-groups in Scotland (2013-2017) in order to do comparative geospatial analysis of the coincidence of these groups with a number of standard demographics. You can read (an unpublished version of) the paper at (http://mapenvcom.jeremykidwell.info/mapping_draft.html).
|
||||
|
||||
## Why Reproducible Research? ##
|
||||
|
||||
If you're new to github and reproducible research, welcome! It's nice to have you here. Github is ordinarily a place where software developers working on open source software projects deposit their code as they write software collaboratively. However, in recent years a number of scholarly researchers, especially people working on research which involves a digital component (including me!) have begun to deposit their papers in these same software repositories. The idea here is that you can download all of the source-code and data used in this paper alongside the actual text, run it yourself and ["reproduce" the results](http://kbroman.org/steps2rr/). This can serve as a useful safeguard, a layer of research transparency, and a cool teaching tool for other persons interested in doing similar work.
|
||||
If you're new to github and reproducible research, welcome! It's nice to have you here. Github is ordinarily a place where software developers working on open source software projects deposit their code as they write software collaboratively. However, in recent years a number of scholarly researchers, especially people working on research that involves a digital component (including me!) have begun to deposit their papers in these same software repositories. The idea is that you can download all of the source-code and data used in this paper alongside the actual text, run it yourself and ["reproduce" the results](http://kbroman.org/steps2rr/). This can serve as a useful safeguard, a layer of research transparency, and a cool teaching tool for other persons interested in doing similar work. Particularly when, as is the case in subject areas that are only just starting to get involved in the digital humanities, like religious studies, there is a dearth of work of this nature, it can be helpful to have examples of practice which can be reused, or at least used as an example.
|
||||
|
||||
Eschewing proprietary, expensive and unreliable software like Microsoft Word, I write in a combination of two languages: (1) [Markdown](https://en.wikipedia.org/wiki/Markdown) which is intended to be as close as possible to plain text while still allowing for things like boldfaced type, headings and footnotes; and (2) a programming language called [R](https://en.wikipedia.org/wiki/R_(programming_language)) to do all the data analysis. R is an object oriented language which was specifically designed for statistical analysis. It's also great fun to tinker with. As you look through this paper, you'll see that R code is integrated into the text of the document. This is indicated by a series of three backticks (```). There is a formal specification now at a mature stage of development, which is RMarkdown. You can read semi-official specification [for this here](https://bookdown.org/yihui/rmarkdown/pdf-document.html).
|
||||
Eschewing proprietary, expensive and unreliable software like Microsoft Word, I write in a combination of two languages: (1) [Markdown](https://en.wikipedia.org/wiki/Markdown) which is intended to be as close as possible to plain text while still allowing for things like boldfaced type, headings and footnotes; and (2) a programming language called [R](https://en.wikipedia.org/wiki/R_(programming_language)) to do all the data analysis. R is an object oriented language that was specifically designed for statistical analysis. It's also great fun to tinker with. As you look through this paper, you'll see that R code is integrated into the text of the document. This is indicated by a series of three backticks (```). There is a formal specification now at a mature stage of development, which is RMarkdown. You can read semi-official specification [for this here](https://bookdown.org/yihui/rmarkdown/pdf-document.html).
|
||||
|
||||
To read a bit more on these things and start on your own path towards plain text reproducible research, I highly recommend:
|
||||
- Karl Broman's guide, "[Initial Steps Toward Reproducible Research](http://kbroman.org/steps2rr/)"
|
||||
|
@ -12,25 +14,54 @@ To read a bit more on these things and start on your own path towards plain text
|
|||
|
||||
The other advantage of putting this paper here is that readers and reviewers can suggest changes and point out errors in the document. To do this, I recommend that you create a github issue by clicking on the green "New issue" button [here](https://github.com/kidwellj/mapping_environmental_action/issues). If you must, you can also send me emails. More stuff about me [can be found here](http://jeremykidwell.info).
|
||||
|
||||
To skip ahead and start reading the actual paper, click on [`mapping_draft.rmd`](https://github.com/kidwellj/mapping_environmental_action/blob/master/mapping_draft.Rmd) above.
|
||||
To skip ahead and start reading the actual paper in raw format, click on [`mapping_draft.rmd`](https://github.com/kidwellj/mapping_environmental_action/blob/master/mapping_draft.Rmd) above. If you were looking for the article (without code) you can also find a working draft here: (http://mapenvcom.jeremykidwell.info/mapping_draft.html).
|
||||
|
||||
Now for...
|
||||
|
||||
## The quick technical version ##
|
||||
|
||||
This repository contains the code and writing towards a (working draft of a) scholarly paper which presents my analysis of the geospatial footprint of eco-groups in the UK. This is based on research I have been conducting since 2013 and which is ongoing. The paper is written in R Markdown and for the most part, I'm using the conventions outlined by Kieran Healy [here](https://kieranhealy.org/blog/archives/2014/01/23/plain-text/) and is best viewed (I think) in [R Studio](https://www.rstudio.com) though it will be reasonably comprehensible to anyone using a Markdown editor. If I'm not working in RStudio, I'm probably in Sublime text, FYI. Co-authors and collaborators take note, generally, I use [Hadley Wickham's venerable R Style Guide](http://adv-r.had.co.nz/Style.html).
|
||||
This repository contains the code and writing towards a (working draft of a) scholarly paper that presents my analysis of the geospatial footprint of eco-groups in the UK. This is based on research I have been conducting since 2013 and that is ongoing. The paper is written in R Markdown and for the most part, I'm using the conventions outlined by Kieran Healy [here](https://kieranhealy.org/blog/archives/2014/01/23/plain-text/) and is best viewed (I think) in [R Studio](https://www.rstudio.com) though it will be reasonably comprehensible to anyone using a Markdown editor. If I'm not working in RStudio, I'm probably in Sublime text, FYI. Co-authors and collaborators take note, generally, I use [Hadley Wickham's venerable R Style Guide](http://adv-r.had.co.nz/Style.html).
|
||||
|
||||
I'd be extremely happy if someone found errors, or imagined a more efficient means of analysis and either reported them as an issue on this github repository or sent me an email.
|
||||
I'd be extremely happy if someone found errors, or imagined a more efficient means of analysis and either reported them as an issue on this github repository or sent me an email.
|
||||
|
||||
The actual article is in `mapping_draft.Rmd` and can be compiled using knitr (assuming you have R installed as well as required packages) using the script provided `knit_it_html.sh`
|
||||
The actual article is in `mapping_draft.Rmd` and can be compiled using knitr (assuming you have R installed as well as required packages) using the `Makefile` provided.
|
||||
|
||||
Note: actual execution may take over an hour, as calls to `st_buffer` and `st_within` under `wilderness_data_prep` are computationally intensive. To compile more briskly, I recommend you comment out this final section and knit the markdown/html files.
|
||||
Note: actual execution may take over an hour, as calls to `st_buffer` and `st_within` under `wilderness_data_prep` are computationally intensive. To compile more briskly, I recommend you comment out this final section and knit the markdown/html files. I have been relying on the University of Birmingham supercomputing cluster for execution, which has resulted in a parallel version of this script `mapping_draft-hpc_optimised.Rmd`. The latter will only run on the BlueBEAR cluster at UOB, though other scholars may want to consult this script to get a sense of how geospatial operations can be parallelised for more efficient execution.
|
||||
|
||||
Paths in this folder are used mostly for R processing. Towards this end folders have the following significance:
|
||||
Paths in this folder are used mostly for R processing. I'm using a "project" oriented workflow, on which you can read more [in a blog by Jenny Bryan here](https://www.tidyverse.org/blog/2017/12/workflow-vs-script/). This uses the R package [here](https://cran.r-project.org/web/packages/here/index.html).
|
||||
Towards this end folders have the following significance:
|
||||
|
||||
- `data` contains datasets used for analysis.
|
||||
- `derived_data` contains files which represent modified forms of files in the above path.
|
||||
- `figures` contains images and visualisations (graphic files) which are generated by R for the final form of the document.
|
||||
- `cache` isn't included in github but is usually used for working files
|
||||
|
||||
Note: none of the contents of the above are included in the github repository unless they are unavailable from an external repository.
|
||||
Note: none of the contents of the above are included in the github repository unless they are unavailable from an external repository.
|
||||
|
||||
## And, a few notes for the data scientists
|
||||
|
||||
Over the course of this research project (since 2013, really), the state of geospatial tools for datascience in R (and python) has shifted and the increased attention and resources that have been brought to bear on geospatial has resulted in a dramatic improvement in the quality and precision of tools available, particularly the development of SimpleFeatures and the [sf](https://github.com/r-spatial/sf) and [tmap](https://github.com/mtennekes/tmap) packages for R. Ggplot2 is awesome, but starts to creak quickly when you push it in more creative geospatial directions. There are also inefficiencies with data handling in some of the older packages (such as sp) that aren't apparent until you start working with large datasets. Underlying data formats have been shifting quite a lot as well, from csvt and [very problematic and proprietary ESRI shapefiles](http://switchfromshapefile.org/) to geojson/topojson and [Geopackage](http://switchfromshapefile.org/#geopackage) formats. The result of this has a need to completely rewrite this script mid-way through the research process. I've left some of the messy bits in with as comprehensive comments as possible to give a sense of things, but there remain some bits which are accidentally messy.
|
||||
|
||||
There are a few aspects of this code which are novel or were difficult that I'm proud of, which I hope may be useful and on ehich I'd especially value
|
||||
|
||||
- The use of sf() and tmap()
|
||||
- The creation of vignettes for visualisations
|
||||
- The level of reproducibility
|
||||
- Optimisation of intensive geospatial operations for htpc and parallel computing
|
||||
|
||||
# Prerequisites
|
||||
|
||||
I've tried to follow best practices in setting up this script for reproducibility, but given some of the choices I've had to make computationally (e.g. running some operations in PostGIS) some setup is required before execution will be successful.
|
||||
|
||||
These steps are:
|
||||
|
||||
1. Acquire a working installation of R. I have produced a Docker container which replicates the environment I have used to execute this script which is probably the easiest way to complete this task.
|
||||
2. Set up a working Postgres database with PostGIS extensions installed. The script will download necessary data and load it into your database if it is not already in place.
|
||||
|
||||
# Contributing
|
||||
|
||||
Please note that this project is released with a [Contributor Code of Conduct](CODE_OF_CONDUCT.md). By contributing to this project, you agree to abide by its terms.
|
||||
|
||||
# License
|
||||
|
||||
The content of this research paper are licensed under the [Creative Commons Attribution-ShareAlike 4.0 International Public License](https://creativecommons.org/licenses/by-sa/4.0/legalcode), and the underlying source code used to generate the paper is licensed under the [GNU AGPLv3](https://www.gnu.org/licenses/agpl-3.0.en.html) license. Underlying datasets designed as part of this research have their own licenses that are specified in their respective repositories.
|
||||
|
|
32
TODO.md
Normal file
32
TODO.md
Normal file
|
@ -0,0 +1,32 @@
|
|||
This script is a work in progress! In a spirit of open-ended collaboration and a continuous development cycle, I've collected aspirations towards improvement here in this file. There is a list of urgent tasks which need to be completed before the research is complete, and a batch of subsequent work which, while not necessary, can improve and extend the work here.
|
||||
|
||||
# Pre-pub changes todo:
|
||||
|
||||
Optimising for command-line use of knitr:
|
||||
- [ ] fix issues preventing simultaneous output towards PDF/md, see [here](https://stackoverflow.com/questions/23621012/display-and-save-the-plot-simultaneously-in-r-rstudio) Related to problems with colliding knitr preferences for each document type
|
||||
|
||||
Complete transition away from sp() to sf()
|
||||
- [ ] remove use of sp(), rgdal(), GISTools(), rgeos() and commands: readOGR, spTransform, poly.counts, prop.table
|
||||
- [ ] remove use of ggplot2 (in favour of tmap)
|
||||
|
||||
Code changes:
|
||||
- [ ] Shift intensive geospatial analysis using sf() within R to operations within PostGIS per https://www.r-bloggers.com/interact-with-postgis-from-r/ and https://rviews.rstudio.com/2019/03/21/how-to-avoid-publishing-credentials-in-your-code/
|
||||
- [ ] Shift to "projects" as per (https://www.tidyverse.org/blog/2017/12/workflow-vs-script/)
|
||||
- [ ] Set up conventions (per https://annakrystalli.me/talks/r-in-repro-research-dc.html#58) and
|
||||
- [ ] Shift appendices to compendium
|
||||
|
||||
Streamline code:
|
||||
- [ ] Merge htpc and wilderness versions back into main draft streamline drafts
|
||||
note: htpc version created 25 Mar 2019, commit 9a8934935a57c4e9790b7c420eef7454d3fb7326; wilderness mods include pub data line 373 and lines 480ff
|
||||
- [ ] remove "cuts" versions
|
||||
|
||||
|
||||
Process oriented tasks:
|
||||
- [ ] Install and use [ReDoc](https://github.com/noamross/redoc/blob/master/README.md) for reversible conversion to docx
|
||||
- [ ] Consider implementing [knitcitations](https://github.com/cboettig/knitcitations)
|
||||
- [ ] Install and use [here](https://here.r-lib.org/)
|
||||
- [ ] Install and use [renv](https://rstudio.github.io/renv/)
|
||||
|
||||
|
||||
Underlying data work:
|
||||
- [ ] Convert shapefiles and csv to geopackages or geojson
|
8
TODO_postpub.md
Normal file
8
TODO_postpub.md
Normal file
|
@ -0,0 +1,8 @@
|
|||
# Future changes (post-publication) to consider:
|
||||
|
||||
Spin off replicable operations into functions or packages:
|
||||
- [ ] Ingest OrdnanceSurvey open data
|
||||
- [ ] ProcessPubs, ProcessPlacesofWorship
|
||||
- [ ] Ingest geolytics grocery store data
|
||||
|
||||
|
0
data/poi_2015_12_scot06340459.csv
Executable file → Normal file
0
data/poi_2015_12_scot06340459.csv
Executable file → Normal file
Can't render this file because it is too large.
|
|
@ -36,48 +36,67 @@ output:
|
|||
---
|
||||
|
||||
```{r setup, include=FALSE}
|
||||
require(knitr)
|
||||
require(kableExtra)
|
||||
# Note, this script has been written largely with RStudio on MacOS, but is compiled on
|
||||
# an hpc cluster which runs Linux, so some tweaks below ensure smooth execution
|
||||
# in both environments. Also, as above, the script is meant to output to both PDF and
|
||||
# html_document knitr formats.
|
||||
require(knitr) # used to knit RMarkdown format script into working documents in various formats
|
||||
require(kableExtra) # used for markdown table formatting compatible with knitr
|
||||
# note: some features of the below line are specific to html/pdf format and will need to be adapted pre-compile until dual outputs are working (see https://github.com/kidwellj/mapping_environmental_action/issues/2)
|
||||
knitr::opts_chunk$set(fig.path='figures/', warning=FALSE, echo=FALSE, message=FALSE, dpi=300, fig.width=7)
|
||||
# TODO: consider implementing knitcitations - https://github.com/cboettig/knitcitations
|
||||
# TODO: fix simultaneous output towards PDF, see here: https://stackoverflow.com/questions/23621012/display-and-save-the-plot-simultaneously-in-r-rstudio
|
||||
```
|
||||
|
||||
```{r load_packages, message=FALSE, warning=FALSE, include=FALSE}
|
||||
## Default repo
|
||||
# setwd("/Users/jeremy/gits/mapping_environmental_action")
|
||||
# setwd("/Users/kidwellj/OneDrive\ -\ bham.ac.uk/writing/201708_mapping_environmental_action")
|
||||
# Set up working machine independent working directory and environment
|
||||
require(here) # used to keep working directory organised and portable
|
||||
require(renv) # used to set up environment
|
||||
require(usethis) # integrates git support for rStudio
|
||||
|
||||
# Set repository to be new standard, e.g. cloud server.
|
||||
# This will avoid a dialogue box if packages are to be installed for below on first run.
|
||||
# For smooth execution on command-line knitr - this will avoid a dialogue box
|
||||
# if packages are to be installed for below on first run
|
||||
local({r <- getOption("repos")
|
||||
r["CRAN"] <- "https://cloud.r-project.org"
|
||||
options(repos=r)
|
||||
})
|
||||
# TODO: remove sp etc. once sf is fully implemented
|
||||
# TODO: automatically test for packages below on given execution environment and run install.packages() as needed.
|
||||
|
||||
require(RCurl) # used for fetching reproducible datasets
|
||||
require(sf) # new simplefeature data class, supercedes sp in many ways
|
||||
require(sp) # needed for proj4string, deprecated by sf()
|
||||
require(rgdal) # deprecated by sf()
|
||||
require(GISTools) # deprecated by sf()
|
||||
require(rgeos) # deprecated by sf()
|
||||
require(maptools)
|
||||
# See issue https://github.com/kidwellj/mapping_environmental_action/issues/3 for progress re: migration from sp()
|
||||
# require(sp) # needed for proj4string, deprecated by sf()
|
||||
# require(rgdal) # deprecated by sf()
|
||||
# require(GISTools) # deprecated by sf()
|
||||
# require(rgeos) # deprecated by sf()
|
||||
# require(maptools)
|
||||
require(ggplot2)
|
||||
require(tmap) # using as an alternative to base r graphics and ggplot for geospatial plots
|
||||
require(tmaptools) # for get_asp_ratio below
|
||||
require(grid) # using for inset maps on tmap
|
||||
require(broom) # required for tidying SPDF to data.frame for ggplot2
|
||||
require(tidyr) # using for grouped bar plot
|
||||
require(plyr)
|
||||
require(dplyr)
|
||||
# require(plyr) # already a dependency of knitr, remove?
|
||||
# require(dplyr) # already a dependency of knitr, remove?
|
||||
require(reshape2) # using for grouped bar plot
|
||||
require(scales)
|
||||
# require(sqldf) # using sqldf to filter before loading very large data sets
|
||||
|
||||
## Packages required for PostGIS database access
|
||||
# Many thanks to Sébastien Rochette for documentation here: https://www.r-bloggers.com/interact-with-postgis-from-r/
|
||||
library(DBI)
|
||||
library(RPostgres)
|
||||
library(sqlpetr) # useful for visual DB panels in RStudio, see https://smithjd.github.io/sqlpetr/
|
||||
# library(rpostgis)
|
||||
library(dbplyr)
|
||||
|
||||
## Packages required for knitr output
|
||||
## Packages used for features or issues relating to html_document knitr output
|
||||
require(plotly) # allows for export of plots to dynamic web pages
|
||||
require(gtable) # more powerful package for multi-plot layouts, not necessary for knitr
|
||||
require(showtext) # for loading in fonts
|
||||
require(extrafont) # font support
|
||||
|
||||
## Packages used for features or issues relating to pdf_document knitr format
|
||||
# Note: implementation of fonts (currently commented out) is specific to pdf_document output
|
||||
# require(showtext) # for loading in fonts
|
||||
# require(extrafont) # font support
|
||||
|
||||
# Set up local workspace:
|
||||
if (dir.exists("data") == FALSE) {
|
||||
|
@ -96,12 +115,15 @@ if (dir.exists("derivedData") == FALSE) {
|
|||
# data-sets and papers.
|
||||
|
||||
# Working with EPSG codes for spatialfeature CRS given the usage of this approach with sf()
|
||||
# for discussion related to this fix, see https://gis.stackexchange.com/q/313761/41474
|
||||
# TODO: remove below as part of overall migration to sf()
|
||||
# See issue https://github.com/kidwellj/mapping_environmental_action/issues/3 for progress re: migration from sp()
|
||||
bng <- CRS("+init=epsg:27700")
|
||||
wgs84 <- CRS("+init=epsg:4326")
|
||||
|
||||
# Configure fonts for plots below
|
||||
|
||||
## Configure fonts for plots below, commented out currently because of incompatibilities
|
||||
## Loading Google fonts (http://www.google.com/fonts)
|
||||
# Note: implementation of fonts (currently commented out) is specific to pdf_document output
|
||||
# font_add_google("Merriweather", "merriweather")
|
||||
# The following will load in system fonts (uncomment and run as needed on first execution)
|
||||
# font_import(pattern="[A/a]rial", prompt=FALSE)
|
||||
|
@ -116,12 +138,25 @@ Until recently, environmentalism has been treated by governments and environment
|
|||
```{r load_ecs_data, message=FALSE, warning=FALSE}
|
||||
# read in Eco-Congregation Scotland data and-------------------
|
||||
# ...turn it into a SpatialPointsDataFrame---------------------
|
||||
# TODO: upload ECS-GIS-Locations_3.0.csv to zenodo repository, i.e.
|
||||
# TODO: update below to match new dataset once it has been uploaded to zenodo
|
||||
# if (file.exists("data/ECS-GIS-Locations_3.0.csv") == FALSE) {
|
||||
# download.file("https://____.zip",
|
||||
# destfile = "data/____.zip")
|
||||
# unzip("data/____.zip", exdir = "data")
|
||||
# }
|
||||
|
||||
# TODO: remove below as part of overall migration to sf()
|
||||
# See issue https://github.com/kidwellj/mapping_environmental_action/issues/3 for progress re: migration from sp()
|
||||
ecs <- read.csv("data/ECS-GIS-Locations_3.0.csv", comment.char="#")
|
||||
# unnecessary with advent of sf (above)
|
||||
coordinates(ecs) <- c("X", "Y")
|
||||
# Modified to use EPSG code directly 27 Feb 2019
|
||||
proj4string(ecs) <- bng
|
||||
# Note, use of paste0 here relates to fix noted above.
|
||||
# for discussion related to this approach, see https://gis.stackexchange.com/q/313761/41474
|
||||
# read in Eco-Congregation Scotland data and-------------------
|
||||
# ...turn it into a SpatialPointsDataFrame---------------------
|
||||
|
||||
ecs_sf <- st_as_sf(ecs, coords = c("X", "Y"), crs=paste0("+init=epsg:",27700))
|
||||
```
|
||||
|
||||
|
@ -357,7 +392,7 @@ Though there are too few eco-congregations and transition groups for a numerical
|
|||
|
||||
```{r 01_admin_ecs_choropleth, fig.width=4, fig.cap="Figure 1"}
|
||||
# Note: for more information on EU administrative levels, see here: https://ec.europa.eu/eurostat/web/nuts/national-structures-eu
|
||||
# TODO: clip choropleth polygons to buildings shapefile (possble superceded by pverlay on lev2)
|
||||
# TODO: clip choropleth polygons to buildings shapefile (possibly superceded by pverlay on lev2)
|
||||
|
||||
# Draw initial choropleth map of ECS concentration (using tmap and sf below by default)
|
||||
# Revising re: CRS inset maps complete to here
|
||||
|
|
|
@ -35,7 +35,7 @@ output:
|
|||
|
||||
---
|
||||
|
||||
```{r setup, include=FALSE}
|
||||
```{R setup, include=FALSE}
|
||||
require(knitr)
|
||||
require(kableExtra)
|
||||
knitr::opts_chunk$set(fig.path='figures/', warning=FALSE, echo=FALSE, message=FALSE, dpi=300, fig.width=7)
|
||||
|
@ -43,7 +43,7 @@ knitr::opts_chunk$set(fig.path='figures/', warning=FALSE, echo=FALSE, message=FA
|
|||
# TODO: fix simultaneous output towards PDF, see here: https://stackoverflow.com/questions/23621012/display-and-save-the-plot-simultaneously-in-r-rstudio
|
||||
```
|
||||
|
||||
```{r load_packages, message=FALSE, warning=FALSE, include=FALSE}
|
||||
```{R load_packages, message=FALSE, warning=FALSE, include=FALSE}
|
||||
## Default repo
|
||||
# setwd("/Users/jeremy/gits/mapping_environmental_action")
|
||||
# setwd("/Users/kidwellj/OneDrive\ -\ bham.ac.uk/writing/201708_mapping_environmental_action")
|
||||
|
|
Loading…
Reference in a new issue