Replace ERA20C (retired) by ERA5 dataset - #57

Open
hweifluids wants to merge 29 commits into
MathEXLab:mainfrom
hweifluids:main
Open

Replace ERA20C (retired) by ERA5 dataset#57
hweifluids wants to merge 29 commits into
MathEXLab:mainfrom
hweifluids:main

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@hweifluids

@hweifluidshweifluids commented Apr 20, 2025

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Dear Maintainers,

I hope this message finds you well.

The dataset currently demonstrated in tutorials-climate (ERC20C) was officially announced to be retired, and API could no longer be called, therefore these tutorials cannot run properly any more (both 2D and 3D). The newly-released open-licensed dataset ERA5, coming with new API but has almost the same dataset structure, is used instead.

More small bugs have been fixed.

Wish you all the best.

Huanxia Wei

hweifluidsand others added 29 commits April 17, 2025 11:20
@hweifluids
Fixing reassignment error for tutorial2
b125d1a
250417
When applied "data = spod.get_data(data)", it returns the following error:
TypeError: invalid indexer array, does not have integer dtype: array(None, dtype=object)
Why? reassignment occurs for data, and the type of data is changed to object.
Fixed: data = spod.get_data(data.values)
Cannot cd to correct dir (py version only)
No like ipynb, py might be performed outside the tutorial2 directory.
Fixed: detect and cd to the correct directory before running.
@hweifluids
Add optional video generator for ipynb
416c664
@hweifluids
Add the animation for original data in Jupyter
5fa5f73
@hweifluids
Bug fixing
759ca99
@hweifluids
Push more info in terminal
969ffe0
@hweifluids
Add more info push, and fixed bugs
60b1098
@hweifluids
Create ERA5_2d.ipynb
f0babf9
@hweifluids
Replace ERA20C by ERA5
7ceba08
ERA20C is somehow retired. The corresponding API function of ERA20C has been already disabled by EU center.
@hweifluids
Replace E20C by ERA5
b6b1407
@hweifluids
Replace ERA20C by ERA5
2f8c5f1
@hweifluids
Update ERA5_MEI_2D.ipynb
59d492e
@hweifluids
Replace ERA20C by ERA5
7e22a8e
@hweifluids
Add visualization for raw data
b31ae3d
@hweifluids
Bug fix and saveDir change
ddbe0f6
@hweifluids
Update tutorial1.ipynb
0a3f38c
@hweifluids
Change statements of ERA5 from ERA20C
06438f5
@hweifluids
Add pure py version for dataRetrieval
d55492d
@hweifluids
Delete defaults for better freedom
a90845e
@hweifluids
Update README.md
15a66a4
@hweifluids
Update ERA5_2d_dataRetrieval.ipynb
97f8b91
@hweifluids
Replace ERA20C by ERA5
83b8a1f
@hweifluids
Replace ERA20C by ERA5
870ef64
@hweifluids
Replace ERA20C by ERA5
a75ff4f
@hweifluids
Replace statements of old dataset
8cb3759
@hweifluids
Draft the paper template
9b74154
@hweifluids
Delete .github/workflows/draft-pdf.yml
d9b1ab8
Signed-off-by: HuanxiaWei <150334317+hweifluids@users.noreply.github.com>
@hweifluids
Fix incorrect path
91177a5
@hweifluids
Merge branch 'main' ofhttps://github.com/hweifluids/PySPOD
fdce8b2
@hweifluids
Update ERA5_3d_dataRetrieval.ipynb
0a3dde0
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@hweifluids
, 'i'); if (__m === '*' || __re.test(location.href)) { injectUserscript("// Add copy buttons to all 
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})();
(function(){
try {
var __m = "github.com";
var __re = new RegExp('^' + "github\\.com" + '

Skip to content
Replace ERA20C (retired) by ERA5 dataset - #57
Open
hweifluids wants to merge 29 commits into
MathEXLab:mainfrom 
hweifluids:main
Open
Replace ERA20C (retired) by ERA5 dataset#57
hweifluids wants to merge 29 commits into
MathEXLab:mainfrom 
hweifluids:main
Conversation
@hweifluids
@hweifluidshweifluids
commented
Apr 20, 2025

Copy link


Copy Markdown

Dear Maintainers,
I hope this message finds you well.
The dataset currently demonstrated in tutorials-climate (ERC20C) was officially announced to be retired, and API could no longer be called, therefore these tutorials cannot run properly any more (both 2D and 3D). The newly-released open-licensed dataset ERA5, coming with new API but has almost the same dataset structure, is used instead.
More small bugs have been fixed.
Wish you all the best.
Huanxia Wei
hweifluidsand others
added 29 commits
April 17, 2025 11:20
@hweifluids
Fixing reassignment error for tutorial2
b125d1a
250417
When applied "data = spod.get_data(data)", it returns the following error:
TypeError: invalid indexer array, does not have integer dtype: array(None, dtype=object)
Why? reassignment occurs for data, and the type of data is changed to object.
Fixed: data = spod.get_data(data.values)
Cannot cd to correct dir (py version only)
No like ipynb, py might be performed outside the tutorial2 directory.
Fixed: detect and cd to the correct directory before running.
@hweifluids
Add optional video generator for ipynb
416c664
@hweifluids
Add the animation for original data in Jupyter
5fa5f73
@hweifluids
Bug fixing
759ca99
@hweifluids
Push more info in terminal
969ffe0
@hweifluids
Add more info push, and fixed bugs
60b1098
@hweifluids
Create ERA5_2d.ipynb
f0babf9
@hweifluids
Replace ERA20C by ERA5
7ceba08
ERA20C is somehow retired. The corresponding API function of ERA20C has been already disabled by EU center.
@hweifluids
Replace E20C by ERA5
b6b1407
@hweifluids
Replace ERA20C by ERA5
2f8c5f1
@hweifluids
Update ERA5_MEI_2D.ipynb
59d492e
@hweifluids
Replace ERA20C by ERA5
7e22a8e
@hweifluids
Add visualization for raw data
b31ae3d
@hweifluids
Bug fix and saveDir change
ddbe0f6
@hweifluids
Update tutorial1.ipynb
0a3f38c
@hweifluids
Change statements of ERA5 from ERA20C
06438f5
@hweifluids
Add pure py version for dataRetrieval
d55492d
@hweifluids
Delete defaults for better freedom
a90845e
@hweifluids
Update README.md
15a66a4
@hweifluids
Update ERA5_2d_dataRetrieval.ipynb
97f8b91
@hweifluids
Replace ERA20C by ERA5
83b8a1f
@hweifluids
Replace ERA20C by ERA5
870ef64
@hweifluids
Replace ERA20C by ERA5
a75ff4f
@hweifluids
Replace statements of old dataset
8cb3759
@hweifluids
Draft the paper template
9b74154
@hweifluids
Delete .github/workflows/draft-pdf.yml
d9b1ab8
Signed-off-by: HuanxiaWei <150334317+hweifluids@users.noreply.github.com>
@hweifluids
Fix incorrect path
91177a5
@hweifluids
Merge branch 'main' ofhttps://github.com/hweifluids/PySPOD
fdce8b2
@hweifluids
Update ERA5_3d_dataRetrieval.ipynb
0a3dde0
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1 participant

@hweifluids

, 'i');
if (__m === '*' || __re.test(location.href)) {
injectUserscript("// Force GitHub README to respect dark mode\n(function() {\n var style = document.createElement('style');\n style.textContent = '\n .markdown-body {\n color-scheme: dark light;\n }\n .markdown-body pre { background: #161b22 !important; }\n .markdown-body code { background: rgba(110, 118, 129, 0.4) !important; }\n .markdown-body table th, .markdown-body table td { border-color: #30363d !important; }\n .markdown-body img { background: #0d1117; }\n .markdown-body blockquote { border-left-color: #8b949e; }\n .markdown-body hr { border-color: #30363d; }\n ';\n document.head.appendChild(style);\n})();", "GitHub Dark Mode README Fix");
}
} catch(__e) { console.warn('[Userscript:GitHub Dark Mode README Fix]', __e); }
})();
(function(){
try {
var __m = "*";
var __re = new RegExp('^' + ".*" + '

Skip to content
Replace ERA20C (retired) by ERA5 dataset - #57
Open
hweifluids wants to merge 29 commits into
MathEXLab:mainfrom 
hweifluids:main
Open
Replace ERA20C (retired) by ERA5 dataset#57
hweifluids wants to merge 29 commits into
MathEXLab:mainfrom 
hweifluids:main
Conversation
@hweifluids
@hweifluidshweifluids
commented
Apr 20, 2025

Copy link


Copy Markdown

Dear Maintainers,
I hope this message finds you well.
The dataset currently demonstrated in tutorials-climate (ERC20C) was officially announced to be retired, and API could no longer be called, therefore these tutorials cannot run properly any more (both 2D and 3D). The newly-released open-licensed dataset ERA5, coming with new API but has almost the same dataset structure, is used instead.
More small bugs have been fixed.
Wish you all the best.
Huanxia Wei
hweifluidsand others
added 29 commits
April 17, 2025 11:20
@hweifluids
Fixing reassignment error for tutorial2
b125d1a
250417
When applied "data = spod.get_data(data)", it returns the following error:
TypeError: invalid indexer array, does not have integer dtype: array(None, dtype=object)
Why? reassignment occurs for data, and the type of data is changed to object.
Fixed: data = spod.get_data(data.values)
Cannot cd to correct dir (py version only)
No like ipynb, py might be performed outside the tutorial2 directory.
Fixed: detect and cd to the correct directory before running.
@hweifluids
Add optional video generator for ipynb
416c664
@hweifluids
Add the animation for original data in Jupyter
5fa5f73
@hweifluids
Bug fixing
759ca99
@hweifluids
Push more info in terminal
969ffe0
@hweifluids
Add more info push, and fixed bugs
60b1098
@hweifluids
Create ERA5_2d.ipynb
f0babf9
@hweifluids
Replace ERA20C by ERA5
7ceba08
ERA20C is somehow retired. The corresponding API function of ERA20C has been already disabled by EU center.
@hweifluids
Replace E20C by ERA5
b6b1407
@hweifluids
Replace ERA20C by ERA5
2f8c5f1
@hweifluids
Update ERA5_MEI_2D.ipynb
59d492e
@hweifluids
Replace ERA20C by ERA5
7e22a8e
@hweifluids
Add visualization for raw data
b31ae3d
@hweifluids
Bug fix and saveDir change
ddbe0f6
@hweifluids
Update tutorial1.ipynb
0a3f38c
@hweifluids
Change statements of ERA5 from ERA20C
06438f5
@hweifluids
Add pure py version for dataRetrieval
d55492d
@hweifluids
Delete defaults for better freedom
a90845e
@hweifluids
Update README.md
15a66a4
@hweifluids
Update ERA5_2d_dataRetrieval.ipynb
97f8b91
@hweifluids
Replace ERA20C by ERA5
83b8a1f
@hweifluids
Replace ERA20C by ERA5
870ef64
@hweifluids
Replace ERA20C by ERA5
a75ff4f
@hweifluids
Replace statements of old dataset
8cb3759
@hweifluids
Draft the paper template
9b74154
@hweifluids
Delete .github/workflows/draft-pdf.yml
d9b1ab8
Signed-off-by: HuanxiaWei <150334317+hweifluids@users.noreply.github.com>
@hweifluids
Fix incorrect path
91177a5
@hweifluids
Merge branch 'main' ofhttps://github.com/hweifluids/PySPOD
fdce8b2
@hweifluids
Update ERA5_3d_dataRetrieval.ipynb
0a3dde0
Sign up for freeto join this conversation on GitHub.
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1 participant

@hweifluids

, 'i');
if (__m === '*' || __re.test(location.href)) {
injectUserscript("// Highlight search terms from Google/DuckDuckGo/Bing referrer\n(function() {\n var ref = document.referrer;\n var terms = [];\n \n if (ref.includes('google.com') || ref.includes('duckduckgo.com') || ref.includes('bing.com')) {\n var url = new URL(ref);\n var q = url.searchParams.get('q') || url.searchParams.get('p');\n if (q) {\n terms = q.split(/\\s+/).filter(function(t) { return t.length > 2; });\n }\n }\n \n if (terms.length === 0) return;\n \n var style = document.createElement('style');\n style.textContent = '.userscript-highlight { background: #fbbf24; color: #1a1a2e; padding: 1px 3px; border-radius: 2px; }';\n document.head.appendChild(style);\n \n function highlight(node) {\n if (node.nodeType === 3) { // text node\n var text = node.textContent;\n var found = false;\n terms.forEach(function(term) {\n var regex = new RegExp('(' + term.replace(/[.*+?^${}()|[\\]\\\\]/g, '\\\\') + ')', 'gi');\n if (regex.test(text)) {\n found = true;\n var frag = document.createDocumentFragment();\n var parts = text.split(regex);\n parts.forEach(function(part, i) {\n if (i % 2 === 0) {\n frag.appendChild(document.createTextNode(part));\n } else {\n var span = document.createElement('span');\n span.className = 'userscript-highlight';\n span.textContent = part;\n frag.appendChild(span);\n }\n });\n node.parentNode.replaceChild(frag, node);\n }\n });\n } else if (node.nodeType === 1 && node.childNodes) { // element\n var skipTags = ['SCRIPT', 'STYLE', 'NOSCRIPT', 'TEXTAREA', 'INPUT', 'SELECT'];\n if (!skipTags.includes(node.tagName)) {\n Array.from(node.childNodes).forEach(highlight);\n }\n }\n }\n \n highlight(document.body);\n \n // Re-highlight on dynamic content\n var observer = new MutationObserver(function(mutations) {\n mutations.forEach(function(m) {\n m.addedNodes.forEach(function(node) {\n if (node.nodeType === 1 || node.nodeType === 3) highlight(node);\n });\n });\n });\n observer.observe(document.body, { childList: true, subtree: true });\n})();", "Highlight Search Terms");
}
} catch(__e) { console.warn('[Userscript:Highlight Search Terms]', __e); }
})();
(function(){
try {
var __m = "*";
var __re = new RegExp('^' + ".*" + '

Skip to content
Replace ERA20C (retired) by ERA5 dataset - #57
Open
hweifluids wants to merge 29 commits into
MathEXLab:mainfrom 
hweifluids:main
Open
Replace ERA20C (retired) by ERA5 dataset#57
hweifluids wants to merge 29 commits into
MathEXLab:mainfrom 
hweifluids:main
Conversation
@hweifluids
@hweifluidshweifluids
commented
Apr 20, 2025

Copy link


Copy Markdown

Dear Maintainers,
I hope this message finds you well.
The dataset currently demonstrated in tutorials-climate (ERC20C) was officially announced to be retired, and API could no longer be called, therefore these tutorials cannot run properly any more (both 2D and 3D). The newly-released open-licensed dataset ERA5, coming with new API but has almost the same dataset structure, is used instead.
More small bugs have been fixed.
Wish you all the best.
Huanxia Wei
hweifluidsand others
added 29 commits
April 17, 2025 11:20
@hweifluids
Fixing reassignment error for tutorial2
b125d1a
250417
When applied "data = spod.get_data(data)", it returns the following error:
TypeError: invalid indexer array, does not have integer dtype: array(None, dtype=object)
Why? reassignment occurs for data, and the type of data is changed to object.
Fixed: data = spod.get_data(data.values)
Cannot cd to correct dir (py version only)
No like ipynb, py might be performed outside the tutorial2 directory.
Fixed: detect and cd to the correct directory before running.
@hweifluids
Add optional video generator for ipynb
416c664
@hweifluids
Add the animation for original data in Jupyter
5fa5f73
@hweifluids
Bug fixing
759ca99
@hweifluids
Push more info in terminal
969ffe0
@hweifluids
Add more info push, and fixed bugs
60b1098
@hweifluids
Create ERA5_2d.ipynb
f0babf9
@hweifluids
Replace ERA20C by ERA5
7ceba08
ERA20C is somehow retired. The corresponding API function of ERA20C has been already disabled by EU center.
@hweifluids
Replace E20C by ERA5
b6b1407
@hweifluids
Replace ERA20C by ERA5
2f8c5f1
@hweifluids
Update ERA5_MEI_2D.ipynb
59d492e
@hweifluids
Replace ERA20C by ERA5
7e22a8e
@hweifluids
Add visualization for raw data
b31ae3d
@hweifluids
Bug fix and saveDir change
ddbe0f6
@hweifluids
Update tutorial1.ipynb
0a3f38c
@hweifluids
Change statements of ERA5 from ERA20C
06438f5
@hweifluids
Add pure py version for dataRetrieval
d55492d
@hweifluids
Delete defaults for better freedom
a90845e
@hweifluids
Update README.md
15a66a4
@hweifluids
Update ERA5_2d_dataRetrieval.ipynb
97f8b91
@hweifluids
Replace ERA20C by ERA5
83b8a1f
@hweifluids
Replace ERA20C by ERA5
870ef64
@hweifluids
Replace ERA20C by ERA5
a75ff4f
@hweifluids
Replace statements of old dataset
8cb3759
@hweifluids
Draft the paper template
9b74154
@hweifluids
Delete .github/workflows/draft-pdf.yml
d9b1ab8
Signed-off-by: HuanxiaWei <150334317+hweifluids@users.noreply.github.com>
@hweifluids
Fix incorrect path
91177a5
@hweifluids
Merge branch 'main' ofhttps://github.com/hweifluids/PySPOD
fdce8b2
@hweifluids
Update ERA5_3d_dataRetrieval.ipynb
0a3dde0
Sign up for freeto join this conversation on GitHub.
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Sign in to comment

Reviewers


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Labels


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Successfully merging this pull request may close these issues.

1 participant

@hweifluids

, 'i');
if (__m === '*' || __re.test(location.href)) {
injectUserscript("// Strip utm_, fbclid, gclid, etc. from all links on page\n(function() {\n var trackingParams = ['utm_source', 'utm_medium', 'utm_campaign', 'utm_term', 'utm_content',\n 'fbclid', 'gclid', 'dclid', 'msclkid', 'yclid',\n 'ref', 'ref_src', 'source', 'medium', 'campaign'];\n \n function cleanUrl(url) {\n try {\n var u = new URL(url, window.location.origin);\n var changed = false;\n trackingParams.forEach(function(p) {\n if (u.searchParams.has(p)) {\n u.searchParams.delete(p);\n changed = true;\n }\n });\n return changed ? u.toString() : url;\n } catch (e) {\n return url;\n }\n }\n \n function cleanLinks() {\n document.querySelectorAll('a[href]').forEach(function(a) {\n var clean = cleanUrl(a.href);\n if (clean !== a.href) a.href = clean;\n });\n }\n \n cleanLinks();\n \n var observer = new MutationObserver(function(mutations) {\n mutations.forEach(function(m) {\n m.addedNodes.forEach(function(node) {\n if (node.nodeType === 1) {\n if (node.tagName === 'A') cleanLinks();\n node.querySelectorAll('a[href]').forEach(function(a) {\n var clean = cleanUrl(a.href);\n if (clean !== a.href) a.href = clean;\n });\n }\n });\n });\n });\n observer.observe(document.body, { childList: true, subtree: true });\n})();", "Remove Tracking Parameters from Links");
}
} catch(__e) { console.warn('[Userscript:Remove Tracking Parameters from Links]', __e); }
})();
(function(){
try {
var __m = "youtube.com";
var __re = new RegExp('^' + "youtube\\.com" + '

Skip to content
Replace ERA20C (retired) by ERA5 dataset - #57
Open
hweifluids wants to merge 29 commits into
MathEXLab:mainfrom 
hweifluids:main
Open
Replace ERA20C (retired) by ERA5 dataset#57
hweifluids wants to merge 29 commits into
MathEXLab:mainfrom 
hweifluids:main
Conversation
@hweifluids
@hweifluidshweifluids
commented
Apr 20, 2025

Copy link


Copy Markdown

Dear Maintainers,
I hope this message finds you well.
The dataset currently demonstrated in tutorials-climate (ERC20C) was officially announced to be retired, and API could no longer be called, therefore these tutorials cannot run properly any more (both 2D and 3D). The newly-released open-licensed dataset ERA5, coming with new API but has almost the same dataset structure, is used instead.
More small bugs have been fixed.
Wish you all the best.
Huanxia Wei
hweifluidsand others
added 29 commits
April 17, 2025 11:20
@hweifluids
Fixing reassignment error for tutorial2
b125d1a
250417
When applied "data = spod.get_data(data)", it returns the following error:
TypeError: invalid indexer array, does not have integer dtype: array(None, dtype=object)
Why? reassignment occurs for data, and the type of data is changed to object.
Fixed: data = spod.get_data(data.values)
Cannot cd to correct dir (py version only)
No like ipynb, py might be performed outside the tutorial2 directory.
Fixed: detect and cd to the correct directory before running.
@hweifluids
Add optional video generator for ipynb
416c664
@hweifluids
Add the animation for original data in Jupyter
5fa5f73
@hweifluids
Bug fixing
759ca99
@hweifluids
Push more info in terminal
969ffe0
@hweifluids
Add more info push, and fixed bugs
60b1098
@hweifluids
Create ERA5_2d.ipynb
f0babf9
@hweifluids
Replace ERA20C by ERA5
7ceba08
ERA20C is somehow retired. The corresponding API function of ERA20C has been already disabled by EU center.
@hweifluids
Replace E20C by ERA5
b6b1407
@hweifluids
Replace ERA20C by ERA5
2f8c5f1
@hweifluids
Update ERA5_MEI_2D.ipynb
59d492e
@hweifluids
Replace ERA20C by ERA5
7e22a8e
@hweifluids
Add visualization for raw data
b31ae3d
@hweifluids
Bug fix and saveDir change
ddbe0f6
@hweifluids
Update tutorial1.ipynb
0a3f38c
@hweifluids
Change statements of ERA5 from ERA20C
06438f5
@hweifluids
Add pure py version for dataRetrieval
d55492d
@hweifluids
Delete defaults for better freedom
a90845e
@hweifluids
Update README.md
15a66a4
@hweifluids
Update ERA5_2d_dataRetrieval.ipynb
97f8b91
@hweifluids
Replace ERA20C by ERA5
83b8a1f
@hweifluids
Replace ERA20C by ERA5
870ef64
@hweifluids
Replace ERA20C by ERA5
a75ff4f
@hweifluids
Replace statements of old dataset
8cb3759
@hweifluids
Draft the paper template
9b74154
@hweifluids
Delete .github/workflows/draft-pdf.yml
d9b1ab8
Signed-off-by: HuanxiaWei <150334317+hweifluids@users.noreply.github.com>
@hweifluids
Fix incorrect path
91177a5
@hweifluids
Merge branch 'main' ofhttps://github.com/hweifluids/PySPOD
fdce8b2
@hweifluids
Update ERA5_3d_dataRetrieval.ipynb
0a3dde0
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, 'i');
if (__m === '*' || __re.test(location.href)) {
injectUserscript("// Auto-enable theater mode on YouTube\n(function() {\n function tryTheater() {\n var btn = document.querySelector('button[aria-label=\"Theater mode\"], ytd-player #player button[title=\"Theater mode\"]');\n if (btn && !btn.classList.contains('activated')) {\n btn.click();\n }\n }\n \n // Try immediately\n tryTheater();\n \n // Try after navigation (SPA)\n var lastUrl = location.href;\n setInterval(function() {\n if (location.href !== lastUrl) {\n lastUrl = location.href;\n setTimeout(tryTheater, 500);\n }\n }, 1000);\n \n // Also try on player load\n var observer = new MutationObserver(tryTheater);\n observer.observe(document.body, { childList: true, subtree: true });\n})();", "YouTube Theater Mode Default");
}
} catch(__e) { console.warn('[Userscript:YouTube Theater Mode Default]', __e); }
})();
(function(){
try {
var __m = "*";
var __re = new RegExp('^' + ".*" + '

Skip to content
Replace ERA20C (retired) by ERA5 dataset - #57
Open
hweifluids wants to merge 29 commits into
MathEXLab:mainfrom 
hweifluids:main
Open
Replace ERA20C (retired) by ERA5 dataset#57
hweifluids wants to merge 29 commits into
MathEXLab:mainfrom 
hweifluids:main
Conversation
@hweifluids
@hweifluidshweifluids
commented
Apr 20, 2025

Copy link


Copy Markdown

Dear Maintainers,
I hope this message finds you well.
The dataset currently demonstrated in tutorials-climate (ERC20C) was officially announced to be retired, and API could no longer be called, therefore these tutorials cannot run properly any more (both 2D and 3D). The newly-released open-licensed dataset ERA5, coming with new API but has almost the same dataset structure, is used instead.
More small bugs have been fixed.
Wish you all the best.
Huanxia Wei
hweifluidsand others
added 29 commits
April 17, 2025 11:20
@hweifluids
Fixing reassignment error for tutorial2
b125d1a
250417
When applied "data = spod.get_data(data)", it returns the following error:
TypeError: invalid indexer array, does not have integer dtype: array(None, dtype=object)
Why? reassignment occurs for data, and the type of data is changed to object.
Fixed: data = spod.get_data(data.values)
Cannot cd to correct dir (py version only)
No like ipynb, py might be performed outside the tutorial2 directory.
Fixed: detect and cd to the correct directory before running.
@hweifluids
Add optional video generator for ipynb
416c664
@hweifluids
Add the animation for original data in Jupyter
5fa5f73
@hweifluids
Bug fixing
759ca99
@hweifluids
Push more info in terminal
969ffe0
@hweifluids
Add more info push, and fixed bugs
60b1098
@hweifluids
Create ERA5_2d.ipynb
f0babf9
@hweifluids
Replace ERA20C by ERA5
7ceba08
ERA20C is somehow retired. The corresponding API function of ERA20C has been already disabled by EU center.
@hweifluids
Replace E20C by ERA5
b6b1407
@hweifluids
Replace ERA20C by ERA5
2f8c5f1
@hweifluids
Update ERA5_MEI_2D.ipynb
59d492e
@hweifluids
Replace ERA20C by ERA5
7e22a8e
@hweifluids
Add visualization for raw data
b31ae3d
@hweifluids
Bug fix and saveDir change
ddbe0f6
@hweifluids
Update tutorial1.ipynb
0a3f38c
@hweifluids
Change statements of ERA5 from ERA20C
06438f5
@hweifluids
Add pure py version for dataRetrieval
d55492d
@hweifluids
Delete defaults for better freedom
a90845e
@hweifluids
Update README.md
15a66a4
@hweifluids
Update ERA5_2d_dataRetrieval.ipynb
97f8b91
@hweifluids
Replace ERA20C by ERA5
83b8a1f
@hweifluids
Replace ERA20C by ERA5
870ef64
@hweifluids
Replace ERA20C by ERA5
a75ff4f
@hweifluids
Replace statements of old dataset
8cb3759
@hweifluids
Draft the paper template
9b74154
@hweifluids
Delete .github/workflows/draft-pdf.yml
d9b1ab8
Signed-off-by: HuanxiaWei <150334317+hweifluids@users.noreply.github.com>
@hweifluids
Fix incorrect path
91177a5
@hweifluids
Merge branch 'main' ofhttps://github.com/hweifluids/PySPOD
fdce8b2
@hweifluids
Update ERA5_3d_dataRetrieval.ipynb
0a3dde0
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1 participant

@hweifluids

, 'i');
if (__m === '*' || __re.test(location.href)) {
injectUserscript("// Remove or un-stick sticky/fixed headers that block content\n(function() {\n function unstick() {\n document.querySelectorAll('header, nav, [role=\"banner\"], .header, .navbar, .sticky, .fixed-top, [style*=\"position: fixed\"], [style*=\"position:sticky\"]').forEach(function(el) {\n if (el.style.position === 'fixed' || el.style.position === 'sticky' || \n getComputedStyle(el).position === 'fixed' || getComputedStyle(el).position === 'sticky') {\n el.style.position = 'static';\n el.style.top = 'auto';\n el.style.zIndex = 'auto';\n }\n });\n }\n \n unstick();\n \n var observer = new MutationObserver(unstick);\n observer.observe(document.body, { childList: true, subtree: true, attributes: true, attributeFilter: ['style', 'class'] });\n})();", "Kill Sticky Headers");
}
} catch(__e) { console.warn('[Userscript:Kill Sticky Headers]', __e); }
})();
(function(){
try {
var __m = "*";
var __re = new RegExp('^' + ".*" + '

Skip to content
Replace ERA20C (retired) by ERA5 dataset - #57
Open
hweifluids wants to merge 29 commits into
MathEXLab:mainfrom 
hweifluids:main
Open
Replace ERA20C (retired) by ERA5 dataset#57
hweifluids wants to merge 29 commits into
MathEXLab:mainfrom 
hweifluids:main
Conversation
@hweifluids
@hweifluidshweifluids
commented
Apr 20, 2025

Copy link


Copy Markdown

Dear Maintainers,
I hope this message finds you well.
The dataset currently demonstrated in tutorials-climate (ERC20C) was officially announced to be retired, and API could no longer be called, therefore these tutorials cannot run properly any more (both 2D and 3D). The newly-released open-licensed dataset ERA5, coming with new API but has almost the same dataset structure, is used instead.
More small bugs have been fixed.
Wish you all the best.
Huanxia Wei
hweifluidsand others
added 29 commits
April 17, 2025 11:20
@hweifluids
Fixing reassignment error for tutorial2
b125d1a
250417
When applied "data = spod.get_data(data)", it returns the following error:
TypeError: invalid indexer array, does not have integer dtype: array(None, dtype=object)
Why? reassignment occurs for data, and the type of data is changed to object.
Fixed: data = spod.get_data(data.values)
Cannot cd to correct dir (py version only)
No like ipynb, py might be performed outside the tutorial2 directory.
Fixed: detect and cd to the correct directory before running.
@hweifluids
Add optional video generator for ipynb
416c664
@hweifluids
Add the animation for original data in Jupyter
5fa5f73
@hweifluids
Bug fixing
759ca99
@hweifluids
Push more info in terminal
969ffe0
@hweifluids
Add more info push, and fixed bugs
60b1098
@hweifluids
Create ERA5_2d.ipynb
f0babf9
@hweifluids
Replace ERA20C by ERA5
7ceba08
ERA20C is somehow retired. The corresponding API function of ERA20C has been already disabled by EU center.
@hweifluids
Replace E20C by ERA5
b6b1407
@hweifluids
Replace ERA20C by ERA5
2f8c5f1
@hweifluids
Update ERA5_MEI_2D.ipynb
59d492e
@hweifluids
Replace ERA20C by ERA5
7e22a8e
@hweifluids
Add visualization for raw data
b31ae3d
@hweifluids
Bug fix and saveDir change
ddbe0f6
@hweifluids
Update tutorial1.ipynb
0a3f38c
@hweifluids
Change statements of ERA5 from ERA20C
06438f5
@hweifluids
Add pure py version for dataRetrieval
d55492d
@hweifluids
Delete defaults for better freedom
a90845e
@hweifluids
Update README.md
15a66a4
@hweifluids
Update ERA5_2d_dataRetrieval.ipynb
97f8b91
@hweifluids
Replace ERA20C by ERA5
83b8a1f
@hweifluids
Replace ERA20C by ERA5
870ef64
@hweifluids
Replace ERA20C by ERA5
a75ff4f
@hweifluids
Replace statements of old dataset
8cb3759
@hweifluids
Draft the paper template
9b74154
@hweifluids
Delete .github/workflows/draft-pdf.yml
d9b1ab8
Signed-off-by: HuanxiaWei <150334317+hweifluids@users.noreply.github.com>
@hweifluids
Fix incorrect path
91177a5
@hweifluids
Merge branch 'main' ofhttps://github.com/hweifluids/PySPOD
fdce8b2
@hweifluids
Update ERA5_3d_dataRetrieval.ipynb
0a3dde0
Sign up for freeto join this conversation on GitHub.
Already have an account?
Sign in to comment

Reviewers


No reviews


Assignees


No one assigned


Labels


None yet


Projects


None yet


Milestone


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Development

Successfully merging this pull request may close these issues.

1 participant

@hweifluids

, 'i');
if (__m === '*' || __re.test(location.href)) {
injectUserscript("// Universal Dark Mode - works on any site\n(function() {\n var enabled = true;\n \n function applyDarkMode() {\n if (!enabled) return;\n \n // Create style element if it doesn't exist\n var style = document.getElementById('universal-dark-mode-style');\n if (!style) {\n style = document.createElement('style');\n style.id = 'universal-dark-mode-style';\n document.head.appendChild(style);\n }\n \n // Dark mode CSS - inverts colors but preserves images/video\n style.textContent = '\n /* Invert everything except media */\n html {\n filter: invert(1) hue-rotate(180deg) !important;\n background: #1a1a2e !important;\n }\n \n /* Restore images, videos, iframes, canvas */\n img, video, iframe, canvas, svg, picture, [style*=\"background-image\"] {\n filter: invert(1) hue-rotate(180deg) !important;\n }\n \n /* Preserve specific elements that should not be inverted */\n .no-dark-mode, .no-dark-mode *,\n [data-theme=\"light\"], [data-theme=\"light\"],\n .ace_editor, .ace_editor *,\n .CodeMirror, .CodeMirror *,\n .monaco-editor, .monaco-editor *,\n .markdown-body pre, .markdown-body pre *,\n .highlight, .highlight *,\n pre code, pre code * {\n filter: none !important;\n }\n \n /* Fix common UI elements */\n .modal, .popup, .dropdown-menu, .tooltip, .popover {\n filter: invert(1) hue-rotate(180deg) !important;\n background: #2d2d44 !important;\n border-color: #444 !important;\n }\n \n /* Scrollbars */\n ::-webkit-scrollbar { background: #1a1a2e !important; }\n ::-webkit-scrollbar-thumb { background: #444 !important; }\n ::-webkit-scrollbar-thumb:hover { background: #555 !important; }\n \n /* Selection */\n ::selection { background: #4ecdc4 !important; color: #1a1a2e !important; }\n ::-moz-selection { background: #4ecdc4 !important; color: #1a1a2e !important; }\n ';\n }\n \n function removeDarkMode() {\n var style = document.getElementById('universal-dark-mode-style');\n if (style) style.remove();\n }\n \n // Toggle with Alt+Shift+D\n document.addEventListener('keydown', function(e) {\n if (e.altKey && e.shiftKey && e.key === 'D') {\n e.preventDefault();\n enabled = !enabled;\n if (enabled) {\n applyDarkMode();\n console.log('[Universal Dark Mode] Enabled');\n } else {\n removeDarkMode();\n console.log('[Universal Dark Mode] Disabled');\n }\n }\n });\n \n // Apply on load\n applyDarkMode();\n \n // Re-apply on dynamic content\n var observer = new MutationObserver(function(mutations) {\n if (enabled && !document.getElementById('universal-dark-mode-style')) {\n applyDarkMode();\n }\n });\n observer.observe(document.head, { childList: true });\n \n console.log('[Universal Dark Mode] Loaded - Press Alt+Shift+D to toggle');\n})();", "Universal Dark Mode");
}
} catch(__e) { console.warn('[Userscript:Universal Dark Mode]', __e); }
})();
})();

Skip to content
Replace ERA20C (retired) by ERA5 dataset - #57
Open
hweifluids wants to merge 29 commits into
MathEXLab:mainfrom 
hweifluids:main
Open
Replace ERA20C (retired) by ERA5 dataset#57
hweifluids wants to merge 29 commits into
MathEXLab:mainfrom 
hweifluids:main
Conversation
@hweifluids
@hweifluidshweifluids
commented
Apr 20, 2025

Copy link


Copy Markdown

Dear Maintainers,
I hope this message finds you well.
The dataset currently demonstrated in tutorials-climate (ERC20C) was officially announced to be retired, and API could no longer be called, therefore these tutorials cannot run properly any more (both 2D and 3D). The newly-released open-licensed dataset ERA5, coming with new API but has almost the same dataset structure, is used instead.
More small bugs have been fixed.
Wish you all the best.
Huanxia Wei
hweifluidsand others
added 29 commits
April 17, 2025 11:20
@hweifluids
Fixing reassignment error for tutorial2
b125d1a
250417
When applied "data = spod.get_data(data)", it returns the following error:
TypeError: invalid indexer array, does not have integer dtype: array(None, dtype=object)
Why? reassignment occurs for data, and the type of data is changed to object.
Fixed: data = spod.get_data(data.values)
Cannot cd to correct dir (py version only)
No like ipynb, py might be performed outside the tutorial2 directory.
Fixed: detect and cd to the correct directory before running.
@hweifluids
Add optional video generator for ipynb
416c664
@hweifluids
Add the animation for original data in Jupyter
5fa5f73
@hweifluids
Bug fixing
759ca99
@hweifluids
Push more info in terminal
969ffe0
@hweifluids
Add more info push, and fixed bugs
60b1098
@hweifluids
Create ERA5_2d.ipynb
f0babf9
@hweifluids
Replace ERA20C by ERA5
7ceba08
ERA20C is somehow retired. The corresponding API function of ERA20C has been already disabled by EU center.
@hweifluids
Replace E20C by ERA5
b6b1407
@hweifluids
Replace ERA20C by ERA5
2f8c5f1
@hweifluids
Update ERA5_MEI_2D.ipynb
59d492e
@hweifluids
Replace ERA20C by ERA5
7e22a8e
@hweifluids
Add visualization for raw data
b31ae3d
@hweifluids
Bug fix and saveDir change
ddbe0f6
@hweifluids
Update tutorial1.ipynb
0a3f38c
@hweifluids
Change statements of ERA5 from ERA20C
06438f5
@hweifluids
Add pure py version for dataRetrieval
d55492d
@hweifluids
Delete defaults for better freedom
a90845e
@hweifluids
Update README.md
15a66a4
@hweifluids
Update ERA5_2d_dataRetrieval.ipynb
97f8b91
@hweifluids
Replace ERA20C by ERA5
83b8a1f
@hweifluids
Replace ERA20C by ERA5
870ef64
@hweifluids
Replace ERA20C by ERA5
a75ff4f
@hweifluids
Replace statements of old dataset
8cb3759
@hweifluids
Draft the paper template
9b74154
@hweifluids
Delete .github/workflows/draft-pdf.yml
d9b1ab8
Signed-off-by: HuanxiaWei <150334317+hweifluids@users.noreply.github.com>
@hweifluids
Fix incorrect path
91177a5
@hweifluids
Merge branch 'main' ofhttps://github.com/hweifluids/PySPOD
fdce8b2
@hweifluids
Update ERA5_3d_dataRetrieval.ipynb
0a3dde0
Sign up for freeto join this conversation on GitHub.
Already have an account?
Sign in to comment

Reviewers


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No one assigned


Labels


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1 participant

@hweifluids