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<!DOCTYPE html>
<html lang="en">
<head>
<title>Maui Nui Project</title>
<link rel="preconnect" href="https://fonts.googleapis.com">
<link rel="preconnect" href="https://fonts.gstatic.com" crossorigin>
<link href="https://fonts.googleapis.com/css?family=Open+Sans:400,700,300" rel="stylesheet" type="text/css">
<link rel="icon" href="assets/NASA_Harvest_favicon.png">
<link rel="stylesheet" type="text/css" rel="noopener" target="_blank" href="main.css">
<style>
.issue-cells{
display: grid;
grid-template-columns: 1fr;
gap: 0.6em;
margin-top: 0.5em;
}
.issue-cell{
display: block;
padding: 0.75em 0.9em;
border: 1px solid rgba(0,0,0,0.15);
border-radius: 0.75em;
text-decoration: none;
line-height: 1.2;
}
.issue-cell:hover{
border-color: rgba(0,0,0,0.35);
transform: translateY(-1px);
}
#newsletter-content,
#partners {
display: flow-root;
}
</style>
</head>
<body>
<!-- Header -->
<div id="navbar">
<a href="https://nasaharvest.github.io/">
<div id="logo">
<img src="assets/logo.png"/>
<div id="logotext">
<h1>NASA Harvest</h1>
<h3>Machine Learning</h3>
</div>
</div>
</a>
<div class="menu">
<a href="https://nasaharvest.github.io/">About</a>
<a href="https://nasaharvest.github.io/#sessions">Sessions</a>
<a href="https://nasaharvest.github.io/#profiles">Team</a>
</div>
</div>
<!-- Main -->
<div id="content50">
<h1>Maui Nui Agriculture and Food Security Project</h1>
<a href="#overview">Overview</a>
|
<a href="#data">`Āina Data Stewards</a>
|
<a href="#newsletter">Maui Nui Crop Monitor Newsletter</a>
|
<a href="#partners">Partners</a>
|
<a href="https://docs.google.com/document/d/e/2PACX-1vQR4y8Db1Sm4KDG3jpkwCqw8LucZlRzzC3u-TAyGExEv_97AoajurkfqWNoIsyBzODlZ18Bn06w81R5/pub">
FAQ
</a>
<br>
<figure style="display: inline">
<img src="assets/taro.jpg"/>
<figcaption>Taro growing at Hawai'i Taro Farm</figcaption>
</figure>
<h1 id="overview">Overview</h1>
<p>
In March 2022, Maui United Way, the Maui ESG Project, and NASA Harvest submitted
a proposal for funding from NASA to address critical data gaps in Maui County
related to food insecurity and climate change by using satellite imagery and
machine learning to generate cropland and crop type maps.
<br><br>
<!-- Through Earth Science Applications: Equity and Environmental Justice (EEJ) funding, NASA solicited proposals to advance progress on equity and environmental justice (EEJ) domestically through the application of Earth science, geospatial, and socioeconomic information.
<br><br> -->
Our project – <em>Closing Critical Data Gaps to Address Accelerating Impacts of Climate Change on Agriculture in
Highly Food Insecure Maui County</em> – was funded, with the following key project outcomes:
<ol>
<li>
UH Maui College and Maui County high school students will collect field data on crops
using smartphones at multiple agricultural sites throughout the County
(with farmer permission).
</li>
<li>
Field data, machine learning, and satellite Earth observations will be used to produce
maps of where crops are growing and assess crop conditions across Maui County.
</li>
<li>
With community guidance, crop maps will be integrated with other relevant
datasets (e.g., socioeconomic and price data) to provide information on how best
to support farmers and food security in the community.
</li>
<li>
Farmers, advocates, and community members will provide guidance and feedback regarding
data accuracy, availability, presentation of information, and usefulness to community
stakeholders.
</li>
<li>
Based on the initial collection and analysis, data collection will be planned and
integrated with overall Maui County capacity building to guide additional studies such as
soil quality, invasive species monitoring, and other addressable needs.
</li>
</ol>
<div style="background-color: aliceblue; padding: 1em;">
The primary goal of this project is to create more equitable access to food in
Maui County by helping to increase food production in a way that is both adaptive to
the changing climate and regenerative to the land.
</div>
</p>
<a href="https://docs.google.com/document/d/e/2PACX-1vQR4y8Db1Sm4KDG3jpkwCqw8LucZlRzzC3u-TAyGExEv_97AoajurkfqWNoIsyBzODlZ18Bn06w81R5/pub">
<h2>Detailed FAQ</h2>
</a>
<br>
<!-- <h2 id="streamflow">USGS Streamflow Maps</h2>
<p>
Explore current streamflow conditions and recent summaries for Maui Nui.
Use the embedded maps below or open each one in a separate tab.
</p>
<div class="issue-cells">
<a class="issue-cell" href="assets/maui_nui_crop_monitor/usgs_kona_low_2026/current_realtime_average_map_03192026.html" target="_blank">
🌊 Current real-time streamflow map
</a>
<a class="issue-cell" href="assets/maui_nui_crop_monitor/usgs_kona_low_2026/current_7day_average_map_03192026.html" target="_blank">
📅 Previous 7 days streamflow map
</a>
<a class="issue-cell" href="assets/maui_nui_crop_monitor/usgs_kona_low_2026/current_28day_average_map_03192026.html" target="_blank">
🗓️ Previous 28 days streamflow map
</a>
</div>
<br>
<h3>Current real-time conditions</h3>
<iframe
src="assets/maui_nui_crop_monitor/usgs_kona_low_2026/current_realtime_average_map_03192026.html"
style="width:100%; height:650px; border:1px solid rgba(0,0,0,0.15); border-radius:12px; background:#fff;"
loading="lazy">
</iframe>
<h3>Previous 7 days</h3>
<iframe
src="assets/maui_nui_crop_monitor/usgs_kona_low_2026/current_7day_average_map_03192026.html"
style="width:100%; height:650px; border:1px solid rgba(0,0,0,0.15); border-radius:12px; background:#fff;"
loading="lazy">
</iframe>
<h3>Previous 28 days</h3>
<iframe
src="assets/maui_nui_crop_monitor/usgs_kona_low_2026/current_28day_average_map_03192026.html"
style="width:100%; height:650px; border:1px solid rgba(0,0,0,0.15); border-radius:12px; background:#fff;"
loading="lazy">
</iframe> -->
<h1 id="data">`Āina Data Stewards</h1>
<h2>Training Schedule</h2>
<table class="schedule">
<tr>
<th class="schedule">Time</th>
<th class="schedule">Topic</th>
<th class="schedule">Lead</th>
</tr>
<tr>
<td class="schedule">9:00 - 10:00 am</td>
<td class="schedule">Introductions and icebreaker</td>
<td class="schedule"></td>
</tr>
<tr>
<td class="schedule">10:00 - 10:45 am</td>
<td class="schedule">Project overview/goals</td>
<td class="schedule">Hannah</td>
</tr>
<tr>
<td class="schedule">10:45 - 11:30 am</td>
<td class="schedule">NASA ACRES / Harvest</td>
<td class="schedule">Alyssa</td>
</tr>
<tr>
<td class="schedule">11:30 - 12:30 pm</td>
<td class="schedule">Lunch (BYO)</td>
<td class="schedule"></td>
</tr>
<tr>
<td class="schedule">12:45 - 1:15 pm</td>
<td class="schedule">From data to crop map</td>
<td class="schedule">Ivan & Gabriel</td>
</tr>
<tr>
<td class="schedule">1:15 - 1:45 pm</td>
<td class="schedule">Collecting data</td>
<td class="schedule">Hannah</td>
</tr>
<tr>
<td class="schedule">1:45 - 2:00 pm</td>
<td class="schedule">Demo app in groups + student practice outside</td>
<td class="schedule"></td>
</tr>
</table>
<h2>Data Collection App</h2>
<img src="assets/aina-data4.png" style="margin: 0"/>
<h2>Data Collection Cheatsheet</h2>
<img src="assets/field-data-cheat sheet.png" style="margin: 0"/>
<h1 id="newsletter">Maui Nui: Crop Monitor</h1>
<p class="subtitle">Quarterly Newsletter</p>
<p>
The <strong>Maui Nui: Crop Monitor</strong> shares crop growing conditions and agrometeorological insights to strengthen food security decision-making across
Maui County. Content includes crop health, rainfall, streamflow, kaulana mahina,
community tips, and opportunities from <a href = "https://www.mauicounty.gov/2473/Department-of-Agriculture" >Maui County's Department of Agriculture</a>.
</p>
<div id="newsletter-content">
<div class="column">
<h3>Subscribe</h3>
<p>Scan the QR code or use the link below to receive future issues.</p>
<img
src="assets/crop-monitor-subscribe-qr.png"
alt="Subscribe to Maui Nui Crop Monitor"
style="max-width: 180px;"
/>
<p>
<a href="https://github.us13.list-manage.com/subscribe?u=de2a137d36d49d49f7925fcf0&id=cab3fc37cf" target="_blank">
Subscribe to the Crop Monitor
</a>
</p>
</div>
<div class="column">
<h3>Previous Issues</h3>
<div class="issue-cells">
<a class="issue-cell" href="assets/maui_nui_crop_monitor/june_issue.html">
💧 Drought Issue (Part 1)
</a>
<a class="issue-cell" href="assets/maui_nui_crop_monitor/march_issue.html">
🦌 Deer Issue!
</a>
<a class="issue-cell" href="assets/maui_nui_crop_monitor/feb_issue.html">
🌧️ January Storm Impacts Issue
</a>
<a class="issue-cell" href="assets/maui_nui_crop_monitor/dec_issue.html">
🌧️ Welehu Rainfall Issue
</a>
<a class="issue-cell" href="assets/maui_nui_crop_monitor/nov_issue.html">
🌱 Soil Moisture Issue
</a>
</div>
</div>
</div>
<iframe
src="https://ee-anatarano.projects.earthengine.app/view/vcimauinui"
style="width:750px; height:600px; border:0; display:block; margin: 1em 0;"
loading="lazy"
></iframe>
<div style="clear: both;"></div>
<h1 id="partners">Partners</h1>
<div id="partners">
<div class="column">
<img
src="assets/Harvest_Header_Color_Horizontal_Text.png"
style="max-height: 5em;"/>
<img
src="https://upload.wikimedia.org/wikipedia/commons/thumb/b/b3/Arizona_State_University_logo.svg/1200px-Arizona_State_University_logo.svg.png"
style="max-height: 3em;"/>
</div>
<div class="column">
<img src="assets/umd-logo.png" style="max-height: 4.5em;"/>
<img src="https://mauiunitedway.org/images/logo.png" style="max-height: 3.5em;"/>
<img
src="assets/responsible-markets-logo.png"
style="max-height: 9em; "/>
</div>
<div class="column">
<img src="https://maui.hawaii.edu/wp-content/uploads/2021/03/UHMC-BLOCK-LOGO.png" style="max-height: 3.5em;"/>
<img src="assets/acres-logo.png" style="max-height: 7.0em;"/>
</div>
</div>
</div>
</body>
</html>