Upload 191 files

.gitattributes

@@ -1,37 +1,6 @@
-*.7z filter=lfs diff=lfs merge=lfs -text
-*.arrow filter=lfs diff=lfs merge=lfs -text
-*.bin filter=lfs diff=lfs merge=lfs -text
-*.bz2 filter=lfs diff=lfs merge=lfs -text
-*.ckpt filter=lfs diff=lfs merge=lfs -text
-*.ftz filter=lfs diff=lfs merge=lfs -text
-*.gz filter=lfs diff=lfs merge=lfs -text
-*.h5 filter=lfs diff=lfs merge=lfs -text
-*.joblib filter=lfs diff=lfs merge=lfs -text
-*.lfs.* filter=lfs diff=lfs merge=lfs -text
-*.mlmodel filter=lfs diff=lfs merge=lfs -text
-*.model filter=lfs diff=lfs merge=lfs -text
-*.msgpack filter=lfs diff=lfs merge=lfs -text
-*.npy filter=lfs diff=lfs merge=lfs -text
-*.npz filter=lfs diff=lfs merge=lfs -text
-*.onnx filter=lfs diff=lfs merge=lfs -text
-*.ot filter=lfs diff=lfs merge=lfs -text
-*.parquet filter=lfs diff=lfs merge=lfs -text
-*.pb filter=lfs diff=lfs merge=lfs -text
-*.pickle filter=lfs diff=lfs merge=lfs -text
-*.pkl filter=lfs diff=lfs merge=lfs -text
-*.pt filter=lfs diff=lfs merge=lfs -text
-*.pth filter=lfs diff=lfs merge=lfs -text
-*.rar filter=lfs diff=lfs merge=lfs -text
-*.safetensors filter=lfs diff=lfs merge=lfs -text
-saved_model/**/* filter=lfs diff=lfs merge=lfs -text
-*.tar.* filter=lfs diff=lfs merge=lfs -text
-*.tflite filter=lfs diff=lfs merge=lfs -text
-*.tgz filter=lfs diff=lfs merge=lfs -text
-*.wasm filter=lfs diff=lfs merge=lfs -text
-*.xz filter=lfs diff=lfs merge=lfs -text
-*.zip filter=lfs diff=lfs merge=lfs -text
-*.zst filter=lfs diff=lfs merge=lfs -text
-*tfevents* filter=lfs diff=lfs merge=lfs -text
+# Auto detect text files and perform LF normalization
+* text=auto
+app.zip filter=lfs diff=lfs merge=lfs -text
 ash_output/3D/T1.nc filter=lfs diff=lfs merge=lfs -text
 ash_output/3D/T10.nc filter=lfs diff=lfs merge=lfs -text
 ash_output/3D/T2.nc filter=lfs diff=lfs merge=lfs -text
@@ -52,8 +21,15 @@ ash_output/horizontal/AQOutput_HorizontalField_C1_T6_202001121000.nc filter=lfs
 ash_output/horizontal/AQOutput_HorizontalField_C1_T7_202001121100.nc filter=lfs diff=lfs merge=lfs -text
 ash_output/horizontal/AQOutput_HorizontalField_C1_T8_202001121200.nc filter=lfs diff=lfs merge=lfs -text
 ash_output/horizontal/AQOutput_HorizontalField_C1_T9_202001121300.nc filter=lfs diff=lfs merge=lfs -text
-media/2D/2d_fields/air_concentration/air_concentration.gif filter=lfs diff=lfs merge=lfs -text
-media/2D/frames/air_concentration/frame_0001.jpg filter=lfs diff=lfs merge=lfs -text
-media/2D/frames/air_concentration/frame_0008.jpg filter=lfs diff=lfs merge=lfs -text
-media/2D/frames/air_concentration/frame_0009.jpg filter=lfs diff=lfs merge=lfs -text
-media/2D/frames/air_concentration/frame_0010.jpg filter=lfs diff=lfs merge=lfs -text
+default_model.zip filter=lfs diff=lfs merge=lfs -text
+media/2D/2d_fields/wet_deposition_rate/wet_deposition_rate.gif filter=lfs diff=lfs merge=lfs -text
+media/2D/frames/wet_deposition_rate/frame_0001.jpg filter=lfs diff=lfs merge=lfs -text
+media/2D/frames/wet_deposition_rate/frame_0005.jpg filter=lfs diff=lfs merge=lfs -text
+media/2D/frames/wet_deposition_rate/frame_0006.jpg filter=lfs diff=lfs merge=lfs -text
+media/2D/frames/wet_deposition_rate/frame_0007.jpg filter=lfs diff=lfs merge=lfs -text
+media/2D/frames/wet_deposition_rate/frame_0008.jpg filter=lfs diff=lfs merge=lfs -text
+media/2D/frames/wet_deposition_rate/frame_0009.jpg filter=lfs diff=lfs merge=lfs -text
+media/2D/frames/wet_deposition_rate/frame_0010.jpg filter=lfs diff=lfs merge=lfs -text
+media/default_model.zip filter=lfs diff=lfs merge=lfs -text
+media/Taal_273070_20200112_scenario_yizhou.zip filter=lfs diff=lfs merge=lfs -text
+Taal_273070_20200112_scenario_yizhou.zip filter=lfs diff=lfs merge=lfs -text

LICENSE

@@ -0,0 +1,674 @@
+GNU GENERAL PUBLIC LICENSE
+                       Version 3, 29 June 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 General Public License is a free, copyleft license for
+software and other kinds of works.
+
+  The licenses for most software and other practical works are designed
+to take away your freedom to share and change the works.  By contrast,
+the GNU General Public License is intended to guarantee your freedom to
+share and change all versions of a program--to make sure it remains free
+software for all its users.  We, the Free Software Foundation, use the
+GNU General Public License for most of our software; it applies also to
+any other work released this way by its authors.  You can apply it to
+your programs, too.
+
+  When we speak of free software, we are referring to freedom, not
+price.  Our General Public Licenses are designed to make sure that you
+have the freedom to distribute copies of free software (and charge for
+them if you wish), that you receive source code or can get it if you
+want it, that you can change the software or use pieces of it in new
+free programs, and that you know you can do these things.
+
+  To protect your rights, we need to prevent others from denying you
+these rights or asking you to surrender the rights.  Therefore, you have
+certain responsibilities if you distribute copies of the software, or if
+you modify it: responsibilities to respect the freedom of others.
+
+  For example, if you distribute copies of such a program, whether
+gratis or for a fee, you must pass on to the recipients the same
+freedoms that you received.  You must make sure that they, too, receive
+or can get the source code.  And you must show them these terms so they
+know their rights.
+
+  Developers that use the GNU GPL protect your rights with two steps:
+(1) assert copyright on the software, and (2) offer you this License
+giving you legal permission to copy, distribute and/or modify it.
+
+  For the developers' and authors' protection, the GPL clearly explains
+that there is no warranty for this free software.  For both users' and
+authors' sake, the GPL requires that modified versions be marked as
+changed, so that their problems will not be attributed erroneously to
+authors of previous versions.
+
+  Some devices are designed to deny users access to install or run
+modified versions of the software inside them, although the manufacturer
+can do so.  This is fundamentally incompatible with the aim of
+protecting users' freedom to change the software.  The systematic
+pattern of such abuse occurs in the area of products for individuals to
+use, which is precisely where it is most unacceptable.  Therefore, we
+have designed this version of the GPL to prohibit the practice for those
+products.  If such problems arise substantially in other domains, we
+stand ready to extend this provision to those domains in future versions
+of the GPL, as needed to protect the freedom of users.
+
+  Finally, every program is threatened constantly by software patents.
+States should not allow patents to restrict development and use of
+software on general-purpose computers, but in those that do, we wish to
+avoid the special danger that patents applied to a free program could
+make it effectively proprietary.  To prevent this, the GPL assures that
+patents cannot be used to render the program non-free.
+
+  The precise terms and conditions for copying, distribution and
+modification follow.
+
+                       TERMS AND CONDITIONS
+
+  0. Definitions.
+
+  "This License" refers to version 3 of the GNU General Public License.
+
+  "Copyright" also means copyright-like laws that apply to other kinds of
+works, such as semiconductor masks.
+
+  "The Program" refers to any copyrightable work licensed under this
+License.  Each licensee is addressed as "you".  "Licensees" and
+"recipients" may be individuals or organizations.
+
+  To "modify" a work means to copy from or adapt all or part of the work
+in a fashion requiring copyright permission, other than the making of an
+exact copy.  The resulting work is called a "modified version" of the
+earlier work or a work "based on" the earlier work.
+
+  A "covered work" means either the unmodified Program or a work based
+on the Program.
+
+  To "propagate" a work means to do anything with it that, without
+permission, would make you directly or secondarily liable for
+infringement under applicable copyright law, except executing it on a
+computer or modifying a private copy.  Propagation includes copying,
+distribution (with or without modification), making available to the
+public, and in some countries other activities as well.
+
+  To "convey" a work means any kind of propagation that enables other
+parties to make or receive copies.  Mere interaction with a user through
+a computer network, with no transfer of a copy, is not conveying.
+
+  An interactive user interface displays "Appropriate Legal Notices"
+to the extent that it includes a convenient and prominently visible
+feature that (1) displays an appropriate copyright notice, and (2)
+tells the user that there is no warranty for the work (except to the
+extent that warranties are provided), that licensees may convey the
+work under this License, and how to view a copy of this License.  If
+the interface presents a list of user commands or options, such as a
+menu, a prominent item in the list meets this criterion.
+
+  1. Source Code.
+
+  The "source code" for a work means the preferred form of the work
+for making modifications to it.  "Object code" means any non-source
+form of a work.
+
+  A "Standard Interface" means an interface that either is an official
+standard defined by a recognized standards body, or, in the case of
+interfaces specified for a particular programming language, one that
+is widely used among developers working in that language.
+
+  The "System Libraries" of an executable work include anything, other
+than the work as a whole, that (a) is included in the normal form of
+packaging a Major Component, but which is not part of that Major
+Component, and (b) serves only to enable use of the work with that
+Major Component, or to implement a Standard Interface for which an
+implementation is available to the public in source code form.  A
+"Major Component", in this context, means a major essential component
+(kernel, window system, and so on) of the specific operating system
+(if any) on which the executable work runs, or a compiler used to
+produce the work, or an object code interpreter used to run it.
+
+  The "Corresponding Source" for a work in object code form means all
+the source code needed to generate, install, and (for an executable
+work) run the object code and to modify the work, including scripts to
+control those activities.  However, it does not include the work's
+System Libraries, or general-purpose tools or generally available free
+programs which are used unmodified in performing those activities but
+which are not part of the work.  For example, Corresponding Source
+includes interface definition files associated with source files for
+the work, and the source code for shared libraries and dynamically
+linked subprograms that the work is specifically designed to require,
+such as by intimate data communication or control flow between those
+subprograms and other parts of the work.
+
+  The Corresponding Source need not include anything that users
+can regenerate automatically from other parts of the Corresponding
+Source.
+
+  The Corresponding Source for a work in source code form is that
+same work.
+
+  2. Basic Permissions.
+
+  All rights granted under this License are granted for the term of
+copyright on the Program, and are irrevocable provided the stated
+conditions are met.  This License explicitly affirms your unlimited
+permission to run the unmodified Program.  The output from running a
+covered work is covered by this License only if the output, given its
+content, constitutes a covered work.  This License acknowledges your
+rights of fair use or other equivalent, as provided by copyright law.
+
+  You may make, run and propagate covered works that you do not
+convey, without conditions so long as your license otherwise remains
+in force.  You may convey covered works to others for the sole purpose
+of having them make modifications exclusively for you, or provide you
+with facilities for running those works, provided that you comply with
+the terms of this License in conveying all material for which you do
+not control copyright.  Those thus making or running the covered works
+for you must do so exclusively on your behalf, under your direction
+and control, on terms that prohibit them from making any copies of
+your copyrighted material outside their relationship with you.
+
+  Conveying under any other circumstances is permitted solely under
+the conditions stated below.  Sublicensing is not allowed; section 10
+makes it unnecessary.
+
+  3. Protecting Users' Legal Rights From Anti-Circumvention Law.
+
+  No covered work shall be deemed part of an effective technological
+measure under any applicable law fulfilling obligations under article
+11 of the WIPO copyright treaty adopted on 20 December 1996, or
+similar laws prohibiting or restricting circumvention of such
+measures.
+
+  When you convey a covered work, you waive any legal power to forbid
+circumvention of technological measures to the extent such circumvention
+is effected by exercising rights under this License with respect to
+the covered work, and you disclaim any intention to limit operation or
+modification of the work as a means of enforcing, against the work's
+users, your or third parties' legal rights to forbid circumvention of
+technological measures.
+
+  4. Conveying Verbatim Copies.
+
+  You may convey verbatim copies of the Program's source code as you
+receive it, in any medium, provided that you conspicuously and
+appropriately publish on each copy an appropriate copyright notice;
+keep intact all notices stating that this License and any
+non-permissive terms added in accord with section 7 apply to the code;
+keep intact all notices of the absence of any warranty; and give all
+recipients a copy of this License along with the Program.
+
+  You may charge any price or no price for each copy that you convey,
+and you may offer support or warranty protection for a fee.
+
+  5. Conveying Modified Source Versions.
+
+  You may convey a work based on the Program, or the modifications to
+produce it from the Program, in the form of source code under the
+terms of section 4, provided that you also meet all of these conditions:
+
+    a) The work must carry prominent notices stating that you modified
+    it, and giving a relevant date.
+
+    b) The work must carry prominent notices stating that it is
+    released under this License and any conditions added under section
+    7.  This requirement modifies the requirement in section 4 to
+    "keep intact all notices".
+
+    c) You must license the entire work, as a whole, under this
+    License to anyone who comes into possession of a copy.  This
+    License will therefore apply, along with any applicable section 7
+    additional terms, to the whole of the work, and all its parts,
+    regardless of how they are packaged.  This License gives no
+    permission to license the work in any other way, but it does not
+    invalidate such permission if you have separately received it.
+
+    d) If the work has interactive user interfaces, each must display
+    Appropriate Legal Notices; however, if the Program has interactive
+    interfaces that do not display Appropriate Legal Notices, your
+    work need not make them do so.
+
+  A compilation of a covered work with other separate and independent
+works, which are not by their nature extensions of the covered work,
+and which are not combined with it such as to form a larger program,
+in or on a volume of a storage or distribution medium, is called an
+"aggregate" if the compilation and its resulting copyright are not
+used to limit the access or legal rights of the compilation's users
+beyond what the individual works permit.  Inclusion of a covered work
+in an aggregate does not cause this License to apply to the other
+parts of the aggregate.
+
+  6. Conveying Non-Source Forms.
+
+  You may convey a covered work in object code form under the terms
+of sections 4 and 5, provided that you also convey the
+machine-readable Corresponding Source under the terms of this License,
+in one of these ways:
+
+    a) Convey the object code in, or embodied in, a physical product
+    (including a physical distribution medium), accompanied by the
+    Corresponding Source fixed on a durable physical medium
+    customarily used for software interchange.
+
+    b) Convey the object code in, or embodied in, a physical product
+    (including a physical distribution medium), accompanied by a
+    written offer, valid for at least three years and valid for as
+    long as you offer spare parts or customer support for that product
+    model, to give anyone who possesses the object code either (1) a
+    copy of the Corresponding Source for all the software in the
+    product that is covered by this License, on a durable physical
+    medium customarily used for software interchange, for a price no
+    more than your reasonable cost of physically performing this
+    conveying of source, or (2) access to copy the
+    Corresponding Source from a network server at no charge.
+
+    c) Convey individual copies of the object code with a copy of the
+    written offer to provide the Corresponding Source.  This
+    alternative is allowed only occasionally and noncommercially, and
+    only if you received the object code with such an offer, in accord
+    with subsection 6b.
+
+    d) Convey the object code by offering access from a designated
+    place (gratis or for a charge), and offer equivalent access to the
+    Corresponding Source in the same way through the same place at no
+    further charge.  You need not require recipients to copy the
+    Corresponding Source along with the object code.  If the place to
+    copy the object code is a network server, the Corresponding Source
+    may be on a different server (operated by you or a third party)
+    that supports equivalent copying facilities, provided you maintain
+    clear directions next to the object code saying where to find the
+    Corresponding Source.  Regardless of what server hosts the
+    Corresponding Source, you remain obligated to ensure that it is
+    available for as long as needed to satisfy these requirements.
+
+    e) Convey the object code using peer-to-peer transmission, provided
+    you inform other peers where the object code and Corresponding
+    Source of the work are being offered to the general public at no
+    charge under subsection 6d.
+
+  A separable portion of the object code, whose source code is excluded
+from the Corresponding Source as a System Library, need not be
+included in conveying the object code work.
+
+  A "User Product" is either (1) a "consumer product", which means any
+tangible personal property which is normally used for personal, family,
+or household purposes, or (2) anything designed or sold for incorporation
+into a dwelling.  In determining whether a product is a consumer product,
+doubtful cases shall be resolved in favor of coverage.  For a particular
+product received by a particular user, "normally used" refers to a
+typical or common use of that class of product, regardless of the status
+of the particular user or of the way in which the particular user
+actually uses, or expects or is expected to use, the product.  A product
+is a consumer product regardless of whether the product has substantial
+commercial, industrial or non-consumer uses, unless such uses represent
+the only significant mode of use of the product.
+
+  "Installation Information" for a User Product means any methods,
+procedures, authorization keys, or other information required to install
+and execute modified versions of a covered work in that User Product from
+a modified version of its Corresponding Source.  The information must
+suffice to ensure that the continued functioning of the modified object
+code is in no case prevented or interfered with solely because
+modification has been made.
+
+  If you convey an object code work under this section in, or with, or
+specifically for use in, a User Product, and the conveying occurs as
+part of a transaction in which the right of possession and use of the
+User Product is transferred to the recipient in perpetuity or for a
+fixed term (regardless of how the transaction is characterized), the
+Corresponding Source conveyed under this section must be accompanied
+by the Installation Information.  But this requirement does not apply
+if neither you nor any third party retains the ability to install
+modified object code on the User Product (for example, the work has
+been installed in ROM).
+
+  The requirement to provide Installation Information does not include a
+requirement to continue to provide support service, warranty, or updates
+for a work that has been modified or installed by the recipient, or for
+the User Product in which it has been modified or installed.  Access to a
+network may be denied when the modification itself materially and
+adversely affects the operation of the network or violates the rules and
+protocols for communication across the network.
+
+  Corresponding Source conveyed, and Installation Information provided,
+in accord with this section must be in a format that is publicly
+documented (and with an implementation available to the public in
+source code form), and must require no special password or key for
+unpacking, reading or copying.
+
+  7. Additional Terms.
+
+  "Additional permissions" are terms that supplement the terms of this
+License by making exceptions from one or more of its conditions.
+Additional permissions that are applicable to the entire Program shall
+be treated as though they were included in this License, to the extent
+that they are valid under applicable law.  If additional permissions
+apply only to part of the Program, that part may be used separately
+under those permissions, but the entire Program remains governed by
+this License without regard to the additional permissions.
+
+  When you convey a copy of a covered work, you may at your option
+remove any additional permissions from that copy, or from any part of
+it.  (Additional permissions may be written to require their own
+removal in certain cases when you modify the work.)  You may place
+additional permissions on material, added by you to a covered work,
+for which you have or can give appropriate copyright permission.
+
+  Notwithstanding any other provision of this License, for material you
+add to a covered work, you may (if authorized by the copyright holders of
+that material) supplement the terms of this License with terms:
+
+    a) Disclaiming warranty or limiting liability differently from the
+    terms of sections 15 and 16 of this License; or
+
+    b) Requiring preservation of specified reasonable legal notices or
+    author attributions in that material or in the Appropriate Legal
+    Notices displayed by works containing it; or
+
+    c) Prohibiting misrepresentation of the origin of that material, or
+    requiring that modified versions of such material be marked in
+    reasonable ways as different from the original version; or
+
+    d) Limiting the use for publicity purposes of names of licensors or
+    authors of the material; or
+
+    e) Declining to grant rights under trademark law for use of some
+    trade names, trademarks, or service marks; or
+
+    f) Requiring indemnification of licensors and authors of that
+    material by anyone who conveys the material (or modified versions of
+    it) with contractual assumptions of liability to the recipient, for
+    any liability that these contractual assumptions directly impose on
+    those licensors and authors.
+
+  All other non-permissive additional terms are considered "further
+restrictions" within the meaning of section 10.  If the Program as you
+received it, or any part of it, contains a notice stating that it is
+governed by this License along with a term that is a further
+restriction, you may remove that term.  If a license document contains
+a further restriction but permits relicensing or conveying under this
+License, you may add to a covered work material governed by the terms
+of that license document, provided that the further restriction does
+not survive such relicensing or conveying.
+
+  If you add terms to a covered work in accord with this section, you
+must place, in the relevant source files, a statement of the
+additional terms that apply to those files, or a notice indicating
+where to find the applicable terms.
+
+  Additional terms, permissive or non-permissive, may be stated in the
+form of a separately written license, or stated as exceptions;
+the above requirements apply either way.
+
+  8. Termination.
+
+  You may not propagate or modify a covered work except as expressly
+provided under this License.  Any attempt otherwise to propagate or
+modify it is void, and will automatically terminate your rights under
+this License (including any patent licenses granted under the third
+paragraph of section 11).
+
+  However, if you cease all violation of this License, then your
+license from a particular copyright holder is reinstated (a)
+provisionally, unless and until the copyright holder explicitly and
+finally terminates your license, and (b) permanently, if the copyright
+holder fails to notify you of the violation by some reasonable means
+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
+received notice of violation of this License (for any work) from that
+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
+this License.  If your rights have been terminated and not permanently
+reinstated, you do not qualify to receive new licenses for the same
+material under section 10.
+
+  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
+rights granted or affirmed under this License.  For example, you may
+not impose a license fee, royalty, or other charge for exercise of
+rights granted under this License, and you may not initiate litigation
+(including a cross-claim or counterclaim in a lawsuit) alleging that
+any patent claim is infringed by making, using, selling, offering for
+sale, or importing the Program or any portion of it.
+
+  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
+work thus licensed is called the contributor's "contributor version".
+
+  A contributor's "essential patent claims" are all patent claims
+owned or controlled by the contributor, whether already acquired or
+hereafter acquired, that would be infringed by some manner, permitted
+by this License, of making, using, or selling its contributor version,
+but do not include claims that would be infringed only as a
+consequence of further modification of the contributor version.  For
+purposes of this definition, "control" includes the right to grant
+patent sublicenses in a manner consistent with the requirements of
+this License.
+
+  Each contributor grants you a non-exclusive, worldwide, royalty-free
+patent license under the contributor's essential patent claims, to
+make, use, sell, offer for sale, import and otherwise run, modify and
+propagate the contents of its contributor version.
+
+  In the following three paragraphs, a "patent license" is any express
+agreement or commitment, however denominated, not to enforce a patent
+(such as an express permission to practice a patent or covenant not to
+sue for patent infringement).  To "grant" such a patent license to a
+party means to make such an agreement or commitment not to enforce a
+patent against the party.
+
+  If you convey a covered work, knowingly relying on a patent license,
+and the Corresponding Source of the work is not available for anyone
+to copy, free of charge and under the terms of this License, through a
+publicly available network server or other readily accessible means,
+then you must either (1) cause the Corresponding Source to be so
+available, or (2) arrange to deprive yourself of the benefit of the
+patent license for this particular work, or (3) arrange, in a manner
+consistent with the requirements of this License, to extend the patent
+license to downstream recipients.  "Knowingly relying" means you have
+actual knowledge that, but for the patent license, your conveying the
+covered work in a country, or your recipient's use of the covered work
+in a country, would infringe one or more identifiable patents in that
+country that you have reason to believe are valid.
+
+  If, pursuant to or in connection with a single transaction or
+arrangement, you convey, or propagate by procuring conveyance of, a
+covered work, and grant a patent license to some of the parties
+receiving the covered work authorizing them to use, propagate, modify
+or convey a specific copy of the covered work, then the patent license
+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
+specifically granted under this License.  You may not convey a covered
+work if you are a party to an arrangement with a third party that is
+in the business of distributing software, under which you make payment
+to the third party based on the extent of your activity of conveying
+the work, and under which the third party grants, to any of the
+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
+otherwise) that contradict the conditions of this License, they do not
+excuse you from the conditions of this License.  If you cannot convey a
+covered work so as to satisfy simultaneously your obligations under this
+License and any other pertinent obligations, then as a consequence you may
+not convey it at all.  For example, if you agree to terms that obligate you
+to collect a royalty for further conveying from those to whom you convey
+the Program, the only way you could satisfy both those terms and this
+License would be to refrain entirely from conveying the Program.
+
+  13. Use with the GNU Affero General Public License.
+
+  Notwithstanding any other provision of this License, you have
+permission to link or combine any covered work with a work licensed
+under version 3 of the GNU Affero General Public License into a single
+combined work, and to convey the resulting work.  The terms of this
+License will continue to apply to the part which is the covered work,
+but the special requirements of the GNU Affero General Public License,
+section 13, concerning interaction through a network will apply to the
+combination as such.
+
+  14. Revised Versions of this License.
+
+  The Free Software Foundation may publish revised and/or new versions of
+the GNU General Public License from time to time.  Such new versions 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
+Program specifies that a certain numbered version of the GNU General
+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 General Public License, you may choose any version ever published
+by the Free Software Foundation.
+
+  If the Program specifies that a proxy can decide which future
+versions of the GNU General Public License can be used, that proxy's
+public statement of acceptance of a version permanently authorizes you
+to choose that version for the Program.
+
+  Later license versions may give you additional or different
+permissions.  However, no additional obligations are imposed on any
+author or copyright holder as a result of your choosing to follow a
+later version.
+
+  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
+THE PROGRAM AS PERMITTED ABOVE, BE LIABLE TO YOU FOR DAMAGES, INCLUDING ANY
+GENERAL, SPECIAL, INCIDENTAL OR CONSEQUENTIAL DAMAGES ARISING OUT OF THE
+USE OR INABILITY TO USE THE PROGRAM (INCLUDING BUT NOT LIMITED TO LOSS OF
+DATA OR DATA BEING RENDERED INACCURATE OR LOSSES SUSTAINED BY YOU OR THIRD
+PARTIES OR A FAILURE OF THE PROGRAM TO OPERATE WITH ANY OTHER PROGRAMS),
+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 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 General Public License for more details.
+
+    You should have received a copy of the GNU 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 the program does terminal interaction, make it output a short
+notice like this when it starts in an interactive mode:
+
+    <program>  Copyright (C) <year>  <name of author>
+    This program comes with ABSOLUTELY NO WARRANTY; for details type `show w'.
+    This is free software, and you are welcome to redistribute it
+    under certain conditions; type `show c' for details.
+
+The hypothetical commands `show w' and `show c' should show the appropriate
+parts of the General Public License.  Of course, your program's commands
+might be different; for a GUI interface, you would use an "about box".
+
+  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 GPL, see
+<https://www.gnu.org/licenses/>.
+
+  The GNU General Public License does not permit incorporating your program
+into proprietary programs.  If your program is a subroutine library, you
+may consider it more useful to permit linking proprietary applications with
+the library.  If this is what you want to do, use the GNU Lesser General
+Public License instead of this License.  But first, please read
+<https://www.gnu.org/licenses/why-not-lgpl.html>.

README.md

@@ -1,11 +1,2 @@
----
-title: Build Dashboard
-emoji: 📈
-colorFrom: gray
-colorTo: green
-sdk: docker
-pinned: false
-license: mit
----
-
-For info check out [Panel](https://panel.holoviz.org).
+# Ash_Dispersion_Visualizer
+ 

app.py

@@ -306,7 +306,7 @@ def generate_output_gallery(base_folder):
 
     def make_preview(file_path):
         ext = os.path.splitext(file_path)[1].lower()
-        title = pn.pane.Markdown(f"### {os.path.basename(file_path)}", width=640)
+        title = pn.pane.Markdown(f"### {os.path.basename(file_path)}")
         download_button = pn.widgets.FileDownload(file=file_path, filename=os.path.basename(file_path),
                                                   label="⬇ Download", button_type="success", width=150)
 
@@ -441,7 +441,7 @@ This dashboard allows users to upload and visualize outputs from the NAME ash di
 - Reset the app with 🔄 if needed.
 - View logs if an error occurs.
 - Outputs are temporary per session.
-""", sizing_mode="stretch_width", width=800))
+""", sizing_mode="stretch_width"))
 
 tabs = pn.Tabs(
     ("🧱 3D Field", tab3d),
@@ -457,8 +457,7 @@ sidebar = pn.Column(
     pn.Card(pn.Column(download_button, log_link, sizing_mode="stretch_width"),
             title="📁 Downloads & Logs", collapsible=True, sizing_mode="stretch_width"),
     pn.Card(status, title="📢 Status", collapsible=True, sizing_mode="stretch_width"),
-    sizing_mode="stretch_width", width=300
-)
+    sizing_mode="stretch_width")
 
 restore_previous_session()
 

app.zip

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b8fb449b683f01259e6dae2a50663cc2ec85fcd085ce6f09780cfb667b10fbb2
+size 6200682

ash_animator/__init__.py

@@ -1,6 +1,6 @@
 
 # Auto-generated __init__.py to import all modules
-from .basemaps import draw_etopo_basemap
+from .basemaps import *
 from .converter import *
 from .interpolation import *
 from .plot_3dfield_data import *

ash_animator/basemaps.py

@@ -1,24 +1,33 @@
 import os
-import tempfile
 import hashlib
-#import contextily as ctx
+import tempfile
+import contextily as ctx
 from mpl_toolkits.basemap import Basemap
 import cartopy.crs as ccrs
 import cartopy.feature as cfeature
 from PIL import Image
 import matplotlib.pyplot as plt
 
-# Use writable temporary directory for tile caching
-CTX_TILE_CACHE_DIR = os.path.join(tempfile.gettempdir(), "contextily_cache")
-BASEMAP_TILE_CACHE_DIR = os.path.join(tempfile.gettempdir(), "contextily_cache")
+# Determine platform and fallback cache path
+def get_cache_dir(app_name):
+    if os.name == 'nt':
+        return os.path.join(os.getenv('LOCALAPPDATA', tempfile.gettempdir()), f"{app_name}_cache")
+    elif os.name == 'posix':
+        home_dir = os.path.expanduser("~")
+        if os.path.isdir(home_dir) and os.access(home_dir, os.W_OK):
+            return os.path.join(home_dir, f".{app_name}_cache")
+        else:
+            return os.path.join(tempfile.gettempdir(), f"{app_name}_cache")
+    else:
+        return os.path.join(tempfile.gettempdir(), f"{app_name}_cache")
 
-# Ensure directories exist
-os.makedirs(CTX_TILE_CACHE_DIR, exist_ok=True)
-os.makedirs(BASEMAP_TILE_CACHE_DIR, exist_ok=True)
+# Define cache directories
+CTX_TILE_CACHE_DIR = get_cache_dir("contextily")
+BASEMAP_TILE_CACHE_DIR = get_cache_dir("basemap")
 
-# Optionally set environment variable for contextily
 os.environ["XDG_CACHE_HOME"] = CTX_TILE_CACHE_DIR
-
+os.makedirs(CTX_TILE_CACHE_DIR, exist_ok=True)
+os.makedirs(BASEMAP_TILE_CACHE_DIR, exist_ok=True)
 
 def draw_etopo_basemap(ax, mode="basemap", zoom=11):
     """
@@ -38,6 +47,12 @@ def draw_etopo_basemap(ax, mode="basemap", zoom=11):
 
     zoom : int, optional
         Tile zoom level (only for "contextily"). Higher = more detail. Default is 7.
+
+    Notes
+    -----
+    - Uses high resolution for Basemap (resolution='h') and saves figure at 300 DPI.
+    - Cached images are reused using extent-based hashing to avoid re-rendering.
+    - Basemap is deprecated; Cartopy with web tiles is recommended for new projects.
     """
     try:
         if mode == "stock":
@@ -71,7 +86,6 @@ def draw_etopo_basemap(ax, mode="basemap", zoom=11):
                             llcrnrlon=extent[0], urcrnrlon=extent[1],
                             llcrnrlat=extent[2], urcrnrlat=extent[3],
                             resolution='f', ax=temp_ax)
-
                 m.shadedrelief()
 
                 temp_fig.savefig(cache_file, dpi=300, bbox_inches='tight', pad_inches=0)

ash_animator/converter.py

@@ -1,148 +1,4 @@
-# # Full updated and corrected version of NAMEDataConverter with sanitized metadata keys
-
-# import os
-# import re
-# import zipfile
-# import shutil
-# import numpy as np
-# import xarray as xr
-# import matplotlib.pyplot as plt
-# import matplotlib.animation as animation
-# from typing import List, Tuple
-
-# class NAMEDataConverter:
-#     def __init__(self, output_dir: str):
-#         self.output_dir = output_dir
-#         os.makedirs(self.output_dir, exist_ok=True)
-
-#     def _sanitize_key(self, key: str) -> str:
-#         # Replace non-alphanumeric characters with underscores, and ensure it starts with a letter
-#         key = re.sub(r'\W+', '_', key)
-#         if not key[0].isalpha():
-#             key = f"attr_{key}"
-#         return key
-
-#     def _parse_metadata(self, lines: List[str]) -> dict:
-#         metadata = {}
-#         for line in lines:
-#             if ":" in line:
-#                 key, value = line.split(":", 1)
-#                 clean_key = self._sanitize_key(key.strip().lower())
-#                 metadata[clean_key] = value.strip()
-
-#         try:
-#             metadata.update({
-#                 "x_origin": float(metadata["x_grid_origin"]),
-#                 "y_origin": float(metadata["y_grid_origin"]),
-#                 "x_size": int(metadata["x_grid_size"]),
-#                 "y_size": int(metadata["y_grid_size"]),
-#                 "x_res": float(metadata["x_grid_resolution"]),
-#                 "y_res": float(metadata["y_grid_resolution"]),
-#                 "prelim_cols": int(metadata["number_of_preliminary_cols"]),
-#                 "n_fields": int(metadata["number_of_field_cols"]),
-#             })
-#         except KeyError as e:
-#             raise ValueError(f"Missing required metadata field: {e}")
-#         except ValueError as e:
-#             raise ValueError(f"Invalid value in metadata: {e}")
-
-#         if metadata["x_res"] == 0 or metadata["y_res"] == 0:
-#             raise ZeroDivisionError("Grid resolution cannot be zero.")
-
-#         return metadata
-
-#     def _get_data_lines(self, lines: List[str]) -> List[str]:
-#         idx = next(i for i, l in enumerate(lines) if l.strip() == "Fields:")
-#         return lines[idx + 1:]
-
-#     def convert_3d_group(self, group: List[Tuple[int, str]], output_filename: str) -> str:
-#         first_file_path = group[0][1]
-#         with open(first_file_path, 'r') as f:
-#             lines = f.readlines()
-#         meta = self._parse_metadata(lines)
-
-#         lons = np.round(np.arange(meta["x_origin"], meta["x_origin"] + meta["x_size"] * meta["x_res"], meta["x_res"]), 6)
-#         lats = np.round(np.arange(meta["y_origin"], meta["y_origin"] + meta["y_size"] * meta["y_res"], meta["y_res"]), 6)
-
-#         z_levels = []
-#         z_coords = []
-
-#         for z_idx, filepath in group:
-#             with open(filepath, 'r') as f:
-#                 lines = f.readlines()
-#             data_lines = self._get_data_lines(lines)
-#             grid = np.zeros((meta["y_size"], meta["x_size"]), dtype=np.float32)
-
-#             for line in data_lines:
-#                 parts = [p.strip().strip(',') for p in line.strip().split(',') if p.strip()]
-#                 if len(parts) >= 5 and parts[0].isdigit() and parts[1].isdigit():
-#                     try:
-#                         x = int(parts[0]) - 1
-#                         y = int(parts[1]) - 1
-#                         val = float(parts[4])
-#                         if 0 <= x < meta["x_size"] and 0 <= y < meta["y_size"]:
-#                             grid[y, x] = val
-#                     except Exception:
-#                         continue
-#             z_levels.append(grid)
-#             z_coords.append(z_idx)
-
-#         z_cube = np.stack(z_levels, axis=0)
-#         ds = xr.Dataset(
-#             {
-#                 "ash_concentration": (['altitude', 'latitude', 'longitude'], z_cube)
-#             },
-#             coords={
-#                 "altitude": np.array(z_coords, dtype=np.float32),
-#                 "latitude": lats,
-#                 "longitude": lons
-#             },
-#             attrs={
-#                 "title": "Volcanic Ash Concentration",
-#                 "source": "NAME model output processed to NetCDF",
-#                 **{k: str(v) for k, v in meta.items()}  # Ensure all attrs are strings
-#             }
-#         )
-#         ds["ash_concentration"].attrs.update({
-#             "units": "g/m^3",
-#             "long_name": "Volcanic ash concentration"
-#         })
-#         ds["altitude"].attrs["units"] = "kilometers above sea level"
-#         ds["latitude"].attrs["units"] = "degrees_north"
-#         ds["longitude"].attrs["units"] = "degrees_east"
-
-#         out_path = os.path.join(self.output_dir, output_filename)
-#         ds.to_netcdf(out_path)
-#         return out_path
-
-#     def batch_process_zip(self, zip_path: str) -> List[str]:
-#         extract_dir = os.path.join(self.output_dir, "unzipped")
-#         os.makedirs(extract_dir, exist_ok=True)
-
-#         with zipfile.ZipFile(zip_path, 'r') as zip_ref:
-#             zip_ref.extractall(extract_dir)
-
-#         txt_files = []
-#         for root, _, files in os.walk(extract_dir):
-#             for file in files:
-#                 if file.endswith(".txt"):
-#                     txt_files.append(os.path.join(root, file))
-
-#         pattern = re.compile(r"_T(\d+)_.*_Z(\d+)\.txt$")
-#         grouped = {}
-#         for f in txt_files:
-#             match = pattern.search(f)
-#             if match:
-#                 t = int(match.group(1))
-#                 z = int(match.group(2))
-#                 grouped.setdefault(t, []).append((z, f))
-
-#         nc_files = []
-#         for t_key in sorted(grouped):
-#             group = sorted(grouped[t_key])
-#             out_nc = self.convert_3d_group(group, f"T{t_key}.nc")
-#             nc_files.append(out_nc)
-#         return nc_files
+
 
 # Re-defining the integrated class first
 import os
@@ -154,8 +10,17 @@ from typing import List, Tuple
 import shutil
 
 
+import tempfile  # Added for safe temp directory usage
+
 class NAMEDataProcessor:
-    def __init__(self, output_root: str):
+    def __init__(self, output_root: str = None):
+        if output_root is None:
+            output_root = os.path.join(tempfile.gettempdir(), "name_outputs")
+        self.output_root = output_root
+        self.output_3d = os.path.join(self.output_root, "3D")
+        self.output_horizontal = os.path.join(self.output_root, "horizontal")
+        os.makedirs(self.output_3d, exist_ok=True)
+        os.makedirs(self.output_horizontal, exist_ok=True)
         self.output_root = output_root
         self.output_3d = os.path.join(self.output_root, "3D")
         self.output_horizontal = os.path.join(self.output_root, "horizontal")
@@ -332,7 +197,7 @@ class NAMEDataProcessor:
 
 
     def batch_process_zip(self, zip_path: str) -> List[str]:
-        extract_dir = os.path.abspath("unzipped")
+        extract_dir = os.path.join(tempfile.gettempdir(), "unzipped_name_extract")
 
         os.makedirs(extract_dir, exist_ok=True)
         

ash_animator/plot_3dfield_data.py

@@ -11,6 +11,7 @@ from .interpolation import interpolate_grid
 from .basemaps import draw_etopo_basemap
 import imageio.v2 as imageio
 import shutil
+import tempfile
 
 class Plot_3DField_Data:
     
@@ -70,7 +71,13 @@ class Plot_3DField_Data:
                  include_metadata=True, threshold=0.1,
                  zoom_width_deg=6.0, zoom_height_deg=6.0, zoom_level=7, basemap_type="basemap"):
         self.animator = animator
-        self.output_dir = os.path.abspath(os.path.join(os.getcwd(), output_dir))
+        
+        self.output_dir = os.path.abspath(
+            os.path.join(
+                os.environ.get("NAME_OUTPUT_DIR", tempfile.gettempdir()),
+                output_dir
+            )
+        )
         os.makedirs(self.output_dir, exist_ok=True)
         self.cmap = cmap
         self.fps = fps
@@ -460,6 +467,6 @@ class Plot_3DField_Data:
                 formatter = mticker.FuncFormatter(lambda x, _: f'{x:.2g}')
                 cbar.ax.yaxis.set_major_formatter(formatter)
                 frame_path = os.path.join(z_dir, f"frame_{t+1:04d}.jpg")
-                plt.savefig(frame_path, dpi=150, bbox_inches='tight')
+                plt.savefig(frame_path, bbox_inches='tight')
                 plt.close(fig)
                 print(f"📸 Saved {frame_path}")

ash_animator/plot_horizontal_data.py

@@ -1,286 +1,3 @@
-''' import os
-import numpy as np
-import matplotlib.pyplot as plt
-import matplotlib.animation as animation
-import matplotlib.ticker as mticker
-import cartopy.crs as ccrs
-import cartopy.feature as cfeature
-import cartopy.io.shapereader as shpreader
-from adjustText import adjust_text
-from ash_animator.interpolation import interpolate_grid
-from ash_animator.basemaps import draw_etopo_basemap
-
-class Plot_Horizontal_Data:
-    def __init__(self, animator, output_dir="plots", cmap="rainbow", fps=2,
-                 include_metadata=True, threshold=0.1,
-                 zoom_width_deg=6.0, zoom_height_deg=6.0, zoom_level=7, static_frame_export=False):
-        self.animator = animator
-        self.output_dir = os.path.abspath(os.path.join(os.getcwd(), output_dir))
-        os.makedirs(self.output_dir, exist_ok=True)
-        self.cmap = cmap
-        self.fps = fps
-        self.include_metadata = include_metadata
-        self.threshold = threshold
-        self.zoom_width = zoom_width_deg
-        self.zoom_height = zoom_height_deg
-        shp = shpreader.natural_earth(resolution='110m', category='cultural', name='admin_0_countries')
-        self.country_geoms = list(shpreader.Reader(shp).records())
-        self.interpolate_grid= interpolate_grid
-        self._draw_etopo_basemap=draw_etopo_basemap
-        self.zoom_level=zoom_level
-        self.static_frame_export=static_frame_export
-
-    def _make_dirs(self, path):
-        os.makedirs(os.path.abspath(os.path.join(os.getcwd(), os.path.dirname(path))), exist_ok=True)
-
-    def _get_max_concentration_location(self, field):
-        max_val = -np.inf
-        lat = lon = None
-        for ds in self.animator.datasets:
-            data = ds[field].values
-            if np.max(data) > max_val:
-                max_val = np.max(data)
-                idx = np.unravel_index(np.argmax(data), data.shape)
-                lat = self.animator.lat_grid[idx]
-                lon = self.animator.lon_grid[idx]
-        return lat, lon
-
-    def _get_zoom_indices(self, center_lat, center_lon):
-        lon_min = center_lon - self.zoom_width / 2
-        lon_max = center_lon + self.zoom_width / 2
-        lat_min = center_lat - self.zoom_height / 2
-        lat_max = center_lat + self.zoom_height / 2
-        lat_idx = np.where((self.animator.lats >= lat_min) & (self.animator.lats <= lat_max))[0]
-        lon_idx = np.where((self.animator.lons >= lon_min) & (self.animator.lons <= lon_max))[0]
-        return lat_idx, lon_idx, lon_min, lon_max, lat_min, lat_max
-
-    def _add_country_labels(self, ax, extent):
-        proj = ccrs.PlateCarree()
-        texts = []
-        for country in self.country_geoms:
-            name = country.attributes['NAME_LONG']
-            geom = country.geometry
-            try:
-                lon, lat = geom.centroid.x, geom.centroid.y
-                if extent[0] <= lon <= extent[1] and extent[2] <= lat <= extent[3]:
-                    text = ax.text(lon, lat, name, fontsize=6, transform=proj,
-                                   ha='center', va='center', color='white',
-                                   bbox=dict(facecolor='black', alpha=0.5, linewidth=0))
-                    texts.append(text)
-            except:
-                continue
-        adjust_text(texts, ax=ax, only_move={'points': 'y', 'text': 'y'},
-                    arrowprops=dict(arrowstyle="->", color='white', lw=0.5))
-
-    def _draw_metadata_sidebar(self, fig, meta_dict):
-        lines = [
-        f"Run name:        {meta_dict.get('run_name', 'N/A')}",
-        f"Run time:        {meta_dict.get('run_time', 'N/A')}",
-        f"Met data:        {meta_dict.get('met_data', 'N/A')}",
-        f"Start release:   {meta_dict.get('start_of_release', 'N/A')}",
-        f"End release:     {meta_dict.get('end_of_release', 'N/A')}",
-        f"Source strength: {meta_dict.get('source_strength', 'N/A')} g/s",
-        f"Release loc:     {meta_dict.get('release_location', 'N/A')}",
-        f"Release height:  {meta_dict.get('release_height', 'N/A')} m asl",
-        f"Run duration:    {meta_dict.get('run_duration', 'N/A')}"
-        ]
-
-        # Split into two columns
-        mid = len(lines) // 2 + len(lines) % 2
-        left_lines = lines[:mid]
-        right_lines = lines[mid:]
-
-        left_text = "\n".join(left_lines)
-        right_text = "\n".join(right_lines)
-
-        # right column
-        fig.text(0.05, 0.05, left_text, va='bottom', ha='left',
-                fontsize=9, family='monospace', color='black',
-                bbox=dict(facecolor='white', alpha=0.8, edgecolor='gray'))
-
-        # left column
-        fig.text(0.3, 0.05, right_text, va='bottom', ha='left',
-                fontsize=9, family='monospace', color='black',
-                bbox=dict(facecolor='white', alpha=0.8, edgecolor='gray'))
-
-    
-    
-
-
-    def _plot_frame(self, ax, data, lons, lats, title, levels, scale_label, proj):
-        self._draw_etopo_basemap(ax, mode='basemap', zoom=self.zoom_level)
-        c = ax.contourf(lons, lats, data, levels=levels, cmap=self.cmap, alpha=0.6, transform=proj)
-        ax.set_title(title)
-        ax.set_extent([lons.min(), lons.max(), lats.min(), lats.max()])
-        ax.coastlines()
-        ax.add_feature(cfeature.BORDERS, linestyle=':')
-        ax.add_feature(cfeature.LAND)
-        ax.add_feature(cfeature.OCEAN)
-        return c
-
-    def get_available_2d_fields(self):
-        ds = self.animator.datasets[0]
-        return [v for v in ds.data_vars if ds[v].ndim == 2]
-
-    def plot_single_field_over_time(self, field, filename="field.gif"):
-        output_path = os.path.join(self.output_dir, "2d_fields", field, filename)
-        meta = self.animator.datasets[0].attrs
-        center_lat, center_lon = self._get_max_concentration_location(field)
-        lat_idx, lon_idx, lon_min, lon_max, lat_min, lat_max = self._get_zoom_indices(center_lat, center_lon)
-        lat_zoom = self.animator.lats[lat_idx]
-        lon_zoom = self.animator.lons[lon_idx]
-
-        valid_frames = []
-        for t in range(len(self.animator.datasets)):
-            data = self.animator.datasets[t][field].values
-            interp = self.interpolate_grid(data, self.animator.lon_grid, self.animator.lat_grid)
-            if np.isfinite(interp).sum() > 0:
-                valid_frames.append(t)
-
-        if not valid_frames:
-            print(f"No valid frames to plot for field '{field}'.")
-            return
-
-        fig = plt.figure(figsize=(16, 8))
-        proj = ccrs.PlateCarree()
-        ax1 = fig.add_subplot(1, 2, 1, projection=proj)
-        ax2 = fig.add_subplot(1, 2, 2, projection=proj)
-
-        def update(t):
-            ax1.clear()
-            ax2.clear()
-            data = self.animator.datasets[t][field].values
-            interp = self.interpolate_grid(data, self.animator.lon_grid, self.animator.lat_grid)
-            zoom = interp[np.ix_(lat_idx, lon_idx)]
-            valid = interp[np.isfinite(interp)]
-            if valid.size == 0:
-                return []
-
-            min_val, max_val = np.nanmin(valid), np.nanmax(valid)
-            log_cutoff = 1e-3
-            use_log = min_val > log_cutoff and (max_val / (min_val + 1e-6)) > 100
-            levels = np.logspace(np.log10(log_cutoff), np.log10(max_val), 20) if use_log else np.linspace(0, max_val, 20)
-            plot_data = np.where(interp > log_cutoff, interp, np.nan) if use_log else interp
-            scale_label = "Log" if use_log else "Linear"
-
-            c = self._plot_frame(ax1, plot_data, self.animator.lons, self.animator.lats,
-                                 f"T{t+1} | {field} (Full - {scale_label})", levels, scale_label, proj)
-            self._plot_frame(ax2, zoom, lon_zoom, lat_zoom,
-                             f"T{t+1} | {field} (Zoom - {scale_label})", levels, scale_label, proj)
-
-            self._add_country_labels(ax1, [self.animator.lons.min(), self.animator.lons.max(),
-                                           self.animator.lats.min(), self.animator.lats.max()])
-            self._add_country_labels(ax2, [lon_min, lon_max, lat_min, lat_max])
-
-           # Inside update() function:
-            if not hasattr(update, "colorbar"):
-                unit_label =  f"{field}:({self.animator.datasets[0][field].attrs.get("units", field)})" #self.animator.datasets[0][field].attrs.get("units", field)
-                update.colorbar = fig.colorbar(c, ax=[ax1, ax2], orientation='vertical', label=unit_label)
-                formatter = mticker.FuncFormatter(lambda x, _: f'{x:.2g}')
-                update.colorbar.ax.yaxis.set_major_formatter(formatter)
-
-            
-            if np.nanmax(valid) > self.threshold:
-                ax1.contour(self.animator.lons, self.animator.lats, interp, levels=[self.threshold],
-                        colors='red', linewidths=2, transform=proj)
-                ax2.contour(lon_zoom, lat_zoom, zoom, levels=[self.threshold],
-                            colors='red', linewidths=2, transform=proj)
-                ax2.text(0.99, 0.01, f"⚠ Max Thresold Exceed: {np.nanmax(valid):.2f} > {self.threshold}",
-                        transform=ax2.transAxes, ha='right', va='bottom',
-                        fontsize=9, color='red',
-                        bbox=dict(facecolor='white', alpha=0.8, edgecolor='red'))
-
-            if self.static_frame_export:
-                frame_folder = os.path.join(self.output_dir, "frames", field)
-            os.makedirs(frame_folder, exist_ok=True)
-            frame_path = os.path.join(frame_folder, f"frame_{t+1:04d}.jpg")
-            plt.savefig(frame_path, dpi=300, bbox_inches='tight')
-            print(f"🖼️ Saved static frame: {frame_path}")
-                    
-            return []
-
-        if self.include_metadata:
-            self._draw_metadata_sidebar(fig, meta)
-
-        self._make_dirs(output_path)
-        fig.tight_layout()
-        ani = animation.FuncAnimation(fig, update, frames=valid_frames, blit=False, cache_frame_data =False)
-        ani.save(output_path, writer='pillow', fps=self.fps)
-        plt.close()
-        print(f"✅ Saved enhanced 2D animation for {field} to {output_path}")
-
-    # def export_frames_as_jpgs(self, fields=None, include_metadata=True):
-    #     all_fields = self.get_available_2d_fields()
-    #     if fields:
-    #         fields = [f for f in fields if f in all_fields]
-    #     else:
-    #         fields = all_fields
-
-    #     meta = self.animator.datasets[0].attrs
-
-    #     for field in fields:
-    #         print(f"📤 Exporting frames for field: {field}")
-    #         output_folder = os.path.join(self.output_dir, "frames", field)
-    #         os.makedirs(output_folder, exist_ok=True)
-
-    #         center_lat, center_lon = self._get_max_concentration_location(field)
-    #         lat_idx, lon_idx, lon_min, lon_max, lat_min, lat_max = self._get_zoom_indices(center_lat, center_lon)
-    #         lat_zoom = self.animator.lats[lat_idx]
-    #         lon_zoom = self.animator.lons[lon_idx]
-
-    #         for t, ds in enumerate(self.animator.datasets):
-    #             data = ds[field].values
-    #             interp = self.interpolate_grid(data, self.animator.lon_grid, self.animator.lat_grid)
-    #             if not np.isfinite(interp).any():
-    #                 continue
-
-    #             fig = plt.figure(figsize=(16, 8))
-    #             proj = ccrs.PlateCarree()
-    #             ax1 = fig.add_subplot(1, 2, 1, projection=proj)
-    #             ax2 = fig.add_subplot(1, 2, 2, projection=proj)
-    #             zoom = interp[np.ix_(lat_idx, lon_idx)]
-    #             valid = interp[np.isfinite(interp)]
-    #             min_val, max_val = np.nanmin(valid), np.nanmax(valid)
-    #             log_cutoff = 1e-3
-    #             use_log = min_val > log_cutoff and (max_val / (min_val + 1e-6)) > 100
-    #             levels = np.logspace(np.log10(log_cutoff), np.log10(max_val), 20) if use_log else np.linspace(0, max_val, 20)
-    #             plot_data = np.where(interp > log_cutoff, interp, np.nan) if use_log else interp
-    #             scale_label = "Log" if use_log else "Linear"
-
-    #             c = self._plot_frame(ax1, plot_data, self.animator.lons, self.animator.lats,
-    #                                 f"T{t+1} | {field} (Full - {scale_label})", levels, scale_label, proj)
-    #             self._plot_frame(ax2, zoom, lon_zoom, lat_zoom,
-    #                             f"T{t+1} | {field} (Zoom - {scale_label})", levels, scale_label, proj)
-
-    #             self._add_country_labels(ax1, [self.animator.lons.min(), self.animator.lons.max(),
-    #                                         self.animator.lats.min(), self.animator.lats.max()])
-    #             self._add_country_labels(ax2, [lon_min, lon_max, lat_min, lat_max])
-
-    #             if include_metadata:
-    #                 self._draw_metadata_sidebar(fig, meta)
-
-    #             cbar = fig.colorbar(c, ax=[ax1, ax2], orientation='vertical', shrink=0.75, pad=0.03)
-    #             unit_label = f"{field}:({self.animator.datasets[0][field].attrs.get('units', field)})"
-    #             cbar.set_label(unit_label)
-    #             formatter = mticker.FuncFormatter(lambda x, _: f'{x:.2g}')
-    #             cbar.ax.yaxis.set_major_formatter(formatter)
-
-    #             if np.nanmax(valid) > self.threshold:
-    #                 ax1.contour(self.animator.lons, self.animator.lats, interp, levels=[self.threshold],
-    #                             colors='red', linewidths=2, transform=proj)
-    #                 ax2.contour(lon_zoom, lat_zoom, zoom, levels=[self.threshold],
-    #                             colors='red', linewidths=2, transform=proj)
-    #                 ax2.text(0.99, 0.01, f"⚠ Max: {np.nanmax(valid):.2f} > {self.threshold}",
-    #                         transform=ax2.transAxes, ha='right', va='bottom',
-    #                         fontsize=9, color='red',
-    #                         bbox=dict(facecolor='white', alpha=0.8, edgecolor='red'))
-
-    #             frame_path = os.path.join(output_folder, f"frame_{t+1:04d}.jpg")
-    #             plt.savefig(frame_path, dpi=150, bbox_inches='tight')
-    #             plt.close(fig)
-    #             print(f"📸 Saved {frame_path}")
- '''
- 
 import os
 import numpy as np
 import matplotlib.pyplot as plt
@@ -292,13 +9,20 @@ import cartopy.io.shapereader as shpreader
 from adjustText import adjust_text
 from ash_animator.interpolation import interpolate_grid
 from ash_animator.basemaps import draw_etopo_basemap
+import tempfile
 
 class Plot_Horizontal_Data:
     def __init__(self, animator, output_dir="plots", cmap="rainbow", fps=2,
                  include_metadata=True, threshold=0.1,
                  zoom_width_deg=6.0, zoom_height_deg=6.0, zoom_level=7, static_frame_export=False):
         self.animator = animator
-        self.output_dir = os.path.abspath(os.path.join(os.getcwd(), output_dir))
+                
+        self.output_dir = os.path.abspath(
+            os.path.join(
+                os.environ.get("NAME_OUTPUT_DIR", tempfile.gettempdir()),
+                output_dir
+            )
+        )
         os.makedirs(self.output_dir, exist_ok=True)
         self.cmap = cmap
         self.fps = fps
@@ -457,7 +181,7 @@ class Plot_Horizontal_Data:
 
            # Inside update() function:
             if not hasattr(update, "colorbar"):
-                unit_label =  f"{field}:({self.animator.datasets[0][field].attrs.get('units', field)})" #self.animator.datasets[0][field].attrs.get("units", field)
+                unit_label =  f"{field}:({self.animator.datasets[0][field].attrs.get('units', field)})" #self.animator.datasets[0][field].attrs.get('units', field)
                 update.colorbar = fig.colorbar(c, ax=[ax1, ax2], orientation='vertical', label=unit_label)
                 formatter = mticker.FuncFormatter(lambda x, _: f'{x:.2g}')
                 update.colorbar.ax.yaxis.set_major_formatter(formatter)
@@ -477,7 +201,7 @@ class Plot_Horizontal_Data:
                 frame_folder = os.path.join(self.output_dir, "frames", field)
             os.makedirs(frame_folder, exist_ok=True)
             frame_path = os.path.join(frame_folder, f"frame_{t+1:04d}.jpg")
-            plt.savefig(frame_path, dpi=300, bbox_inches='tight')
+            plt.savefig(frame_path, bbox_inches='tight')
             print(f"🖼️ Saved static frame: {frame_path}")
                     
             return []

ash_output/3D/T1.nc

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7f04bb4ebcd78d22d304f989a1db3798ba8973c3605d409cf5d8c214e10640ae
+size 2995772

ash_output/3D/T10.nc

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:fe2756a79311d5a93cef00a673e3f7bdc13a569527177a3a1d8bb98a2e2aec4b
+size 2995772

ash_output/3D/T2.nc

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:417fd7f9876bc5cd90aa9b337d4643a2f60c4c16bcb02d387cac0d4e14865bdb
+size 2995772

ash_output/3D/T3.nc

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2ec9f03b1d56ef60f53c7d896b314391ef43aad5d8a483429f1225019a3cd9ba
+size 2995772

ash_output/3D/T4.nc

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1f5588d08a7e435beff468d8395104cc9e6e74e096669e2ffd626a6bcd4ce029
+size 2995772

ash_output/3D/T5.nc

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6ab72f23b1002e1282a249ca69a1b86edb931434d4061da53623a35259099e70
+size 2995772

ash_output/3D/T6.nc

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:59e5b28106a70437df8acbe5f3a09bae1cb02452c64c81829ca024e45748ae01
+size 2995772

ash_output/3D/T7.nc

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ff112cf7b8c3fe57eebbb137d347689161cc294f08c5594f03f511531513e6ae
+size 2995772

ash_output/3D/T8.nc

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1b3147e15ec2c41fc248cd547633ecdb19282e5b4f99c72cbe3fe0685defd7d4
+size 2995772

ash_output/3D/T9.nc

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:779e66b51cced7ff2fcdb898497bd9239cc63dd1f98c3ea1e47ea227e033a469
+size 2995772

ash_output/horizontal/AQOutput_HorizontalField_C1_T10_202001121400.nc

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:30423a57456aac09b692d4626113cfad7354c10ebfe2a6b8dc2bfc67660a087f
+size 760991

ash_output/horizontal/AQOutput_HorizontalField_C1_T1_202001120500.nc

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e8d702759a96a17a9ee42f048e495634071edf3134d3e44498b1a4400c3e09fc
+size 760991

ash_output/horizontal/AQOutput_HorizontalField_C1_T2_202001120600.nc

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3ecee00afe0a4d182d1ef81fb693e55a1b692e2be6e3652e935de486c7bb7512
+size 760991

ash_output/horizontal/AQOutput_HorizontalField_C1_T3_202001120700.nc

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:be479227b11adf3b7dc893379eb237ccb977dec090b8fd61d4d124bbbedf9818
+size 760991

ash_output/horizontal/AQOutput_HorizontalField_C1_T4_202001120800.nc

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4486fd0527002f561c922a5a6281f3398a3813d857a5095cb20bb6ffd8646c97
+size 760991

ash_output/horizontal/AQOutput_HorizontalField_C1_T5_202001120900.nc

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7677dd47e53ff9d1f6529c64c3447b3a17dc49edc740bedbc275798169eabf8f
+size 760991

ash_output/horizontal/AQOutput_HorizontalField_C1_T6_202001121000.nc

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2c098cbd98dc31e6401fe90491324c068c9b9eb35e2d6893f74d18ca9c4161c4
+size 760991

ash_output/horizontal/AQOutput_HorizontalField_C1_T7_202001121100.nc

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f50cadb7ab79147d443212d94778666a97c844aa2ac775a7053b978878135937
+size 760991

ash_output/horizontal/AQOutput_HorizontalField_C1_T8_202001121200.nc

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b21e0a229a6831c8a1a394f3dc6650a0e045058cac23fe4d908024db387e2874
+size 760991

ash_output/horizontal/AQOutput_HorizontalField_C1_T9_202001121300.nc

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d55b4912c21a4b2b43d7fabc608c0095c72afa337fe7dead76cd100921e6bf7f
+size 760991

requirements.txt

@@ -11,13 +11,4 @@ geopy
 adjustText
 basemap
 imageio
-panel
-matplotlib
-pillow
-numpy
-pandas
-rasterio
-contextily
-cartopy
-basemap
-scipy
+basemap-data-hires