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sliderule-python

DOI

Example notebooks that use SlideRule's Python client for processing Earth science data.

Overview

Detailed documentation on installing and using the SlideRule Python client can be found at slideruleearth.io.

NOTE: As of 3/10/2023 the source code for SlideRule's Python client has moved to the sliderule repository. This sliderule-python repository continues to function as a collection of example notebooks that use the SlideRule Python client and demonstrate common workflows.

Getting Started

The easiest way to install the Sliderule Python client and run the example notebooks in this repository is to create a conda environment from the provided environment.yml file:

conda env create -f environment.yml
conda activate sliderule_env

If you have your own conda environment that you want to install the SlideRule Python client into, then:

conda activate my_env
conda install -c conda-forge sliderule

If you already have the SlideRule Python client installed in a conda environment and want to update to the latest version, then:

conda activate sliderule_env
conda update -c conda-forge sliderule

For alternate methods to install SlideRule, including options for developers, please see the installation instructions.

Documentation

Please see our documentation page for reference and user's guide material.

About

SlideRule Earth Example Notebooks: On-demand, cloud-based processing of satellite mission data (NASA ICESat-2, GEDI, ArcticDEM/REMA, HLS)

slideruleearth.io/rtd/

Topics

elevation-datagediicesat-2nasapythonsatellite-data

Resources

Readme
BSD-3-Clause license
Activity
Custom properties

Stars

44 stars

Watchers

6 watching

Forks

23 forks
Report repository

Releases

Packages

Contributors

Languages

, 'i'); if (__m === '*' || __re.test(location.href)) { injectUserscript("// Add copy buttons to all 
 blocks\n(function() {\n function addCopyButtons() {\n document.querySelectorAll('pre code').forEach(function(codeBlock) {\n if (codeBlock.parentElement.hasAttribute('data-copy-added')) return;\n codeBlock.parentElement.setAttribute('data-copy-added', 'true');\n \n var btn = document.createElement('button');\n btn.textContent = 'Copy';\n btn.style.cssText = 'position:absolute;top:4px;right:4px;padding:2px 8px;font-size:11px;background:#4ecdc4;border:none;border-radius:4px;color:#1a1a2e;cursor:pointer;opacity:0.7;transition:opacity 0.2s;';\n btn.onmouseover = function() { this.style.opacity = '1'; };\n btn.onmouseout = function() { this.style.opacity = '0.7'; };\n btn.onclick = function() {\n navigator.clipboard.writeText(codeBlock.textContent).then(function() {\n btn.textContent = 'Copied!';\n setTimeout(function() { btn.textContent = 'Copy'; }, 1500);\n });\n };\n codeBlock.parentElement.style.position = 'relative';\n codeBlock.parentElement.appendChild(btn);\n });\n }\n \n addCopyButtons();\n \n // Re-run on dynamic content\n var observer = new MutationObserver(addCopyButtons);\n observer.observe(document.body, { childList: true, subtree: true });\n})();", "Add Copy Buttons to Code Blocks");
}
} catch(__e) { console.warn('[Userscript:Add Copy Buttons to Code Blocks]', __e); }
})();
(function(){
try {
var __m = "github.com";
var __re = new RegExp('^' + "github\\.com" + '

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sliderule-python
DOI
Example notebooks that use SlideRule's Python client for processing Earth science data.
Overview
Detailed documentation on installing and using the SlideRule Python client can be found at slideruleearth.io.
NOTE: As of 3/10/2023 the source code for SlideRule's Python client has moved to the sliderule repository. This sliderule-python repository continues to function as a collection of example notebooks that use the SlideRule Python client and demonstrate common workflows.
Getting Started
The easiest way to install the Sliderule Python client and run the example notebooks in this repository is to create a conda environment from the provided environment.yml file:
conda env create -f environment.yml
conda activate sliderule_env
If you have your own conda environment that you want to install the SlideRule Python client into, then:
conda activate my_env
conda install -c conda-forge sliderule
If you already have the SlideRule Python client installed in a conda environment and want to update to the latest version, then:
conda activate sliderule_env
conda update -c conda-forge sliderule
For alternate methods to install SlideRule, including options for developers, please see the installation instructions.
Documentation
Please see our documentation page for reference and user's guide material.
About
SlideRule Earth Example Notebooks: On-demand, cloud-based processing of satellite mission data (NASA ICESat-2, GEDI, ArcticDEM/REMA, HLS)
slideruleearth.io/rtd/
Topics
elevation-datagediicesat-2nasapythonsatellite-data
Resources
Readme
BSD-3-Clause license
Activity
Custom properties
Stars
44 stars
Watchers
6 watching
Forks
23 forks
Report repository
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Contributors
Languages

, '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
BranchesTags
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sliderule-python
DOI
Example notebooks that use SlideRule's Python client for processing Earth science data.
Overview
Detailed documentation on installing and using the SlideRule Python client can be found at slideruleearth.io.
NOTE: As of 3/10/2023 the source code for SlideRule's Python client has moved to the sliderule repository. This sliderule-python repository continues to function as a collection of example notebooks that use the SlideRule Python client and demonstrate common workflows.
Getting Started
The easiest way to install the Sliderule Python client and run the example notebooks in this repository is to create a conda environment from the provided environment.yml file:
conda env create -f environment.yml
conda activate sliderule_env
If you have your own conda environment that you want to install the SlideRule Python client into, then:
conda activate my_env
conda install -c conda-forge sliderule
If you already have the SlideRule Python client installed in a conda environment and want to update to the latest version, then:
conda activate sliderule_env
conda update -c conda-forge sliderule
For alternate methods to install SlideRule, including options for developers, please see the installation instructions.
Documentation
Please see our documentation page for reference and user's guide material.
About
SlideRule Earth Example Notebooks: On-demand, cloud-based processing of satellite mission data (NASA ICESat-2, GEDI, ArcticDEM/REMA, HLS)
slideruleearth.io/rtd/
Topics
elevation-datagediicesat-2nasapythonsatellite-data
Resources
Readme
BSD-3-Clause license
Activity
Custom properties
Stars
44 stars
Watchers
6 watching
Forks
23 forks
Report repository
Releases
Packages
Contributors
Languages

, '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
BranchesTags
Repository files navigation
sliderule-python
DOI
Example notebooks that use SlideRule's Python client for processing Earth science data.
Overview
Detailed documentation on installing and using the SlideRule Python client can be found at slideruleearth.io.
NOTE: As of 3/10/2023 the source code for SlideRule's Python client has moved to the sliderule repository. This sliderule-python repository continues to function as a collection of example notebooks that use the SlideRule Python client and demonstrate common workflows.
Getting Started
The easiest way to install the Sliderule Python client and run the example notebooks in this repository is to create a conda environment from the provided environment.yml file:
conda env create -f environment.yml
conda activate sliderule_env
If you have your own conda environment that you want to install the SlideRule Python client into, then:
conda activate my_env
conda install -c conda-forge sliderule
If you already have the SlideRule Python client installed in a conda environment and want to update to the latest version, then:
conda activate sliderule_env
conda update -c conda-forge sliderule
For alternate methods to install SlideRule, including options for developers, please see the installation instructions.
Documentation
Please see our documentation page for reference and user's guide material.
About
SlideRule Earth Example Notebooks: On-demand, cloud-based processing of satellite mission data (NASA ICESat-2, GEDI, ArcticDEM/REMA, HLS)
slideruleearth.io/rtd/
Topics
elevation-datagediicesat-2nasapythonsatellite-data
Resources
Readme
BSD-3-Clause license
Activity
Custom properties
Stars
44 stars
Watchers
6 watching
Forks
23 forks
Report repository
Releases
Packages
Contributors
Languages

, '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
BranchesTags
Repository files navigation
sliderule-python
DOI
Example notebooks that use SlideRule's Python client for processing Earth science data.
Overview
Detailed documentation on installing and using the SlideRule Python client can be found at slideruleearth.io.
NOTE: As of 3/10/2023 the source code for SlideRule's Python client has moved to the sliderule repository. This sliderule-python repository continues to function as a collection of example notebooks that use the SlideRule Python client and demonstrate common workflows.
Getting Started
The easiest way to install the Sliderule Python client and run the example notebooks in this repository is to create a conda environment from the provided environment.yml file:
conda env create -f environment.yml
conda activate sliderule_env
If you have your own conda environment that you want to install the SlideRule Python client into, then:
conda activate my_env
conda install -c conda-forge sliderule
If you already have the SlideRule Python client installed in a conda environment and want to update to the latest version, then:
conda activate sliderule_env
conda update -c conda-forge sliderule
For alternate methods to install SlideRule, including options for developers, please see the installation instructions.
Documentation
Please see our documentation page for reference and user's guide material.
About
SlideRule Earth Example Notebooks: On-demand, cloud-based processing of satellite mission data (NASA ICESat-2, GEDI, ArcticDEM/REMA, HLS)
slideruleearth.io/rtd/
Topics
elevation-datagediicesat-2nasapythonsatellite-data
Resources
Readme
BSD-3-Clause license
Activity
Custom properties
Stars
44 stars
Watchers
6 watching
Forks
23 forks
Report repository
Releases
Packages
Contributors
Languages

, '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
BranchesTags
Repository files navigation
sliderule-python
DOI
Example notebooks that use SlideRule's Python client for processing Earth science data.
Overview
Detailed documentation on installing and using the SlideRule Python client can be found at slideruleearth.io.
NOTE: As of 3/10/2023 the source code for SlideRule's Python client has moved to the sliderule repository. This sliderule-python repository continues to function as a collection of example notebooks that use the SlideRule Python client and demonstrate common workflows.
Getting Started
The easiest way to install the Sliderule Python client and run the example notebooks in this repository is to create a conda environment from the provided environment.yml file:
conda env create -f environment.yml
conda activate sliderule_env
If you have your own conda environment that you want to install the SlideRule Python client into, then:
conda activate my_env
conda install -c conda-forge sliderule
If you already have the SlideRule Python client installed in a conda environment and want to update to the latest version, then:
conda activate sliderule_env
conda update -c conda-forge sliderule
For alternate methods to install SlideRule, including options for developers, please see the installation instructions.
Documentation
Please see our documentation page for reference and user's guide material.
About
SlideRule Earth Example Notebooks: On-demand, cloud-based processing of satellite mission data (NASA ICESat-2, GEDI, ArcticDEM/REMA, HLS)
slideruleearth.io/rtd/
Topics
elevation-datagediicesat-2nasapythonsatellite-data
Resources
Readme
BSD-3-Clause license
Activity
Custom properties
Stars
44 stars
Watchers
6 watching
Forks
23 forks
Report repository
Releases
Packages
Contributors
Languages

, '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
BranchesTags
Repository files navigation
sliderule-python
DOI
Example notebooks that use SlideRule's Python client for processing Earth science data.
Overview
Detailed documentation on installing and using the SlideRule Python client can be found at slideruleearth.io.
NOTE: As of 3/10/2023 the source code for SlideRule's Python client has moved to the sliderule repository. This sliderule-python repository continues to function as a collection of example notebooks that use the SlideRule Python client and demonstrate common workflows.
Getting Started
The easiest way to install the Sliderule Python client and run the example notebooks in this repository is to create a conda environment from the provided environment.yml file:
conda env create -f environment.yml
conda activate sliderule_env
If you have your own conda environment that you want to install the SlideRule Python client into, then:
conda activate my_env
conda install -c conda-forge sliderule
If you already have the SlideRule Python client installed in a conda environment and want to update to the latest version, then:
conda activate sliderule_env
conda update -c conda-forge sliderule
For alternate methods to install SlideRule, including options for developers, please see the installation instructions.
Documentation
Please see our documentation page for reference and user's guide material.
About
SlideRule Earth Example Notebooks: On-demand, cloud-based processing of satellite mission data (NASA ICESat-2, GEDI, ArcticDEM/REMA, HLS)
slideruleearth.io/rtd/
Topics
elevation-datagediicesat-2nasapythonsatellite-data
Resources
Readme
BSD-3-Clause license
Activity
Custom properties
Stars
44 stars
Watchers
6 watching
Forks
23 forks
Report repository
Releases
Packages
Contributors
Languages

, '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
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sliderule-python
DOI
Example notebooks that use SlideRule's Python client for processing Earth science data.
Overview
Detailed documentation on installing and using the SlideRule Python client can be found at slideruleearth.io.
NOTE: As of 3/10/2023 the source code for SlideRule's Python client has moved to the sliderule repository. This sliderule-python repository continues to function as a collection of example notebooks that use the SlideRule Python client and demonstrate common workflows.
Getting Started
The easiest way to install the Sliderule Python client and run the example notebooks in this repository is to create a conda environment from the provided environment.yml file:
conda env create -f environment.yml
conda activate sliderule_env
If you have your own conda environment that you want to install the SlideRule Python client into, then:
conda activate my_env
conda install -c conda-forge sliderule
If you already have the SlideRule Python client installed in a conda environment and want to update to the latest version, then:
conda activate sliderule_env
conda update -c conda-forge sliderule
For alternate methods to install SlideRule, including options for developers, please see the installation instructions.
Documentation
Please see our documentation page for reference and user's guide material.
About
SlideRule Earth Example Notebooks: On-demand, cloud-based processing of satellite mission data (NASA ICESat-2, GEDI, ArcticDEM/REMA, HLS)
slideruleearth.io/rtd/
Topics
elevation-datagediicesat-2nasapythonsatellite-data
Resources
Readme
BSD-3-Clause license
Activity
Custom properties
Stars
44 stars
Watchers
6 watching
Forks
23 forks
Report repository
Releases
Packages
Contributors
Languages