The Scary New Math of Factory Farm Waste
By Tia Schwab
It has been almost a year since Hurricane Florence slammed the Carolinas, dumping a record 30 inches of rainfall in some parts of the states. At least 52 people died, and property and economic losses reached $24 billion, with nearly $17 billion in North Carolina alone. Flood waters also killed an estimated 3.5 million chickens and 5,500 hogs.
A lesser-known impact of the devastating hurricane was revealed through satellite photos released after the storm. Excessive rainfall flooded concentrated animal feeding operations (CAFOs) in low-lying areas, carrying riverbed sediment and animal waste previously stored in open-air lagoons into nearby waterways and then into the Atlantic. The difference between the photos, taken just five months apart before and after the storm, is striking.
Here are before-and-after photos of the coastline near Marine Corps Base Camp Lejeune on April 12, 2018, and then on Sept. 19, 2018, after Hurricane Florence dumped near-record amounts of rainfall.
This photo is from April 12, 2018.Landsat 8 / NASA
Sept. 19, 2018: The dark brown liquid spilling into the Atlantic captured in this image is a mix of rainwater, riverbed sediment and waste from those factory farms within the 100-year flood plain that were inundated with more than 20 inches of rain in the matter of a couple of days. Landsat 8 / NASA
Generally, CAFOs dispose of animal waste by spraying it as fertilizer and storing the excess in massive underground pits or open-air lagoons, where sulfur-eating bacteria often turn the mixture bright pink. Given that cropland can absorb only so much, a good deal of the waste ends up in groundwater, rivers, streams and the ocean. In fact, agriculture is the leading cause of pollution in the nation's rivers and lakes, according to the U.S. Environmental Protection Agency (EPA), much of it emanating from large-scale factory farms.
Floods can have even more devastating consequences for water quality. The risk is particularly pressing for North Carolina, a state regularly smacked by hurricanes, because it houses more than 2,200 hog CAFOs and 3,900 poultry CAFOs, and produces up to 10 billion gallons of animal waste a year. These estimates come from the Environmental Working Group (EWG).
One problem is that they are just that — estimates.
The truth is no one really knows how much factory farm waste is escaping into our environment because no federal agency collects consistent and reliable information on the number, size and location of large-scale agricultural operations, nor the pollution they're emitting. This means there is considerable variation on how thoroughly states track and monitor CAFOs. Without this information, no one can monitor and hold CAFOS accountable for mismanaged waste and related health and environmental damage.
Stanford Law Prof. Daniel Ho and Ph.D. student Cassandra Handan-Nader are hoping to change that. In a paper published in Nature Sustainability in April, they show how a new algorithm can help put CAFOs on the map. Their research focused on hog and poultry operations. The latter can contribute as much nutrient runoff to watersheds as pig operations but are largely unpermitted in North Carolina and therefore much harder to detect.
The Clean Water Act requires permits for CAFOs that discharge pollutants directly into federally regulated waters. However, permits are not required for facilities that may discharge pollutants, say, if there was a break in the manure storage tank or a hurricane. An estimated 60 percent of CAFOs do not hold permits, reported the EPA in 2011, and so monitoring these facilities for unintentional pollution is nearly impossible.
Due to the lack of information about CAFOs and the failure of the government to provide oversight, several environmental and public interest groups have conducted their own studies of the issue. Several of these organizations have hired contractors to manually scan satellite images or physically identify facilities by plane or car. But this process is time- and resource-intensive. For North Carolina alone, contractors need about six weeks to manually scan satellite images on Google Maps, according to the EWG.
Ho and Handan-Nader's automated approach could accomplish the same task in less than two days.
The development is a welcome one in an industry notoriously lacking in transparency. Around 25 states have pushed for "ag-gag" laws, which criminalize undercover filming or photography at factory farms without the consent of the owner. Nine states have passed these laws, and legislation is pending in two additional states, Kansas and North Carolina. In Idaho, Utah and Wyoming, ag-gag laws were later struck down in higher courts as a violation of free speech and equal protection.
Proponents of ag-gag laws argue that they protect the animal agriculture industry, and farm owners' privacy. Critics say it gives factory farmers license to continue practices that are dirty, unsafe and cruel. "This project helps mitigate a dangerous dearth of information about CAFOs," said Katie Cantrell, executive director of the Factory Farming Awareness Coalition. "Because CAFOs are exempt from reporting requirements under the Clean Air and Clean Water Acts, many communities across the United States are subjected to contaminated drinking water and dangerous levels of air pollutants, with little political recourse."
The Public Health Menace No One Knows About
The health and environmental impact of CAFOs is indeed enormous. "CAFOs are large-scale facilities that house thousands if not tens of thousands of animals in very small spaces," said Ho. "One CAFO can produce as much manure as a medium-size city in the United States" — with one critical difference: A medium-size city in the U.S. is required under the Clean Water Act to have a municipal wastewater treatment plant. CAFOs have no such treatment plant.
When animal manure escapes from CAFOs into nearby water sources, it can have devastating health consequences for people and ecosystems. Manure can contain nitrogen and phosphorus, pathogens such as E. coli, growth hormones, antibiotics, chemicals used as additives to the manure or to clean equipment, animal blood and silage leachate from corn feed, reports the National Association of Local Boards of Health. Ammonia is also often found in surface waters surrounding CAFOs. When exposed to air, ammonium converts into nitrate, and elevated nitrate levels in drinking water have been connected to poor general health, birth defects and miscarriages. For infants, it can mean blue baby syndrome and even death.
The New York Times recently exposed the devastating effects of nitrate contamination from animal manure in low-income farmworker communities in California's Central Valley. The widespread application of chemical fertilizers and dairy cow manure has made the water unsafe for drinking, cooking and even showering. Camille Pannu, the director of the Aoki Water Justice Clinic at the University of California, Davis, likens the situation to the water crisis in Flint, Michigan. "Flint is everywhere here."
Tying Data Patterns to Factory Farms
To put factory farms on the map, the Stanford team figured out how to teach a computer algorithm to analyze data patterns. They got help from Google's advances in image learning, the USDA's National Agricultural Imagery Program (NAIP), and the EWG and Waterkeeper Alliance.
The environmental groups supplied locations of CAFOs they had collected manually. The researchers matched those locations to NAIP satellite images, hand-validating the presence of CAFOs using these same processes. Once CAFOs were confirmed, the team combined this information with open-source image-recognition tools released by Google, which were already trained to identify different types of objects, buildings, people and animals in photos.
In receiving this information, the algorithm was retrained to identify CAFOs by looking for certain visual cues. "Swine farms were identifiable by compact rectangular barns abutted by large liquid manure pits, and poultry by long rectangular barns and dry manure storage," noted the researchers in their report. The algorithm could then be applied to unscanned locations to identify unseen CAFOs.
Handan-Nader explained this process as the retraining of an existing technology. "Instead of working with a baby, we got a toddler, who knows what an arm is, but maybe doesn't know what an entire person looks like," said Handan-Nader. In this case, the arm is a building, and an entire person is a CAFO.
To improve the tool's accuracy, the team also fed the algorithm photos of stadium bleachers, airplane hangars and mobile home parks, which only appear to match the CAFO visual cues. "Just as humans learn from being tricked, so does a computer," said Handan-Nader.
There's another way to look at the research effort, she added. They were "very unglamorously looking at poop for months and months."
It paid off. Ho and Handan-Nader identified 15 percent more poultry farms than what was found through a manual census. The researchers estimated their algorithm could identify 95 percent of existing large-scale facilities using fewer than 10 percent of the resources required for a manual census.
"Dr. Ho's work makes my job much easier," said Soren Rundquist, the director of spatial analysis at the EWG. "While humans will always need to validate and quality check computer-generated results, any innovation for locating CAFOs will make the process much more efficient. This is paramount when keeping up with an industry that can grow quickly, having an immediate impact on the environment and public health."
Replacing Guesswork With Evidence
The tool works with conventional satellite imagery, but future iterations could be trained to identify new spectral signatures, like building materials, lagoons, or actual discharges into waterways. The tool could also help detect other forms of environmental degradation, like oil spills. Stephen Luby, a professor of medicine at Stanford University, is already using a similar technology to track brick kilns, a huge source of air pollution.
Katie Cantrell envisions using the tool to provide solid evidence of the harm done by factory farming. "This mapping project provides an invaluable resource for advocates at the local, state, and national level," she said. "They can use it to document correlations between the location and density of CAFOs and socioeconomic data, health data such as asthma and mortality rates, and air and water pollution data, that can hopefully help drive better regulation and protection of front-line communities." Added EWG's Rundquist, "The need for this utility is becoming more important as public information around these operations becomes more opaque and unavailable."
In the meantime, Missouri voted last month to prevent counties from passing more stringent laws regulating CAFOs. Now, local standards for health and environmental protection cannot be tougher than those of the state. In doing so, Missouri joins seven other states this year who have considered strengthening protections for CAFOs, which raises the question: Who is strengthening protections for our environment and local communities?
Tia Schwab is a news fellow for Stone Pier Press, a San Francisco-based environmental publishing company with a food focus. She recently graduated from Stanford University, where she studied human biology with a concentration in food systems and public health. She was born and raised in Austin, Texas, and she is passionate about using storytelling to create a healthy, just, and sustainable food system.
EcoWatch Daily Newsletter
The shelter in place orders that brought clean skies to some of the world's most polluted cities and saw greenhouse gas emissions plummet were just a temporary relief that provided an illusory benefit to the long-term consequences of the climate crisis. According to new research, the COVID-19 lockdowns will have a "neglible" impact on global warming, as Newshub in New Zealand reported.
- Coronavirus Lockdown Linked to Falling Air Pollution Levels in Italy ... ›
- Greenhouse Gas Emissions Set for Record Decline Due to ... ›
- Coronavirus Lockdowns Led to Record 17% Emissions Drop ... ›
- India's Air Pollution Plummets in COVID-19 Lockdown - EcoWatch ›
Scientists have discovered and diagnosed the first instance of malignant cancer in a dinosaur, and they did so by using modern medical techniques. They published their results earlier this week in The Lancet Oncology.
- New Blood Test Can Detect Cancer 4 Years Before Symptoms ... ›
- Skull of Smallest Known Dinosaur Found in 99-Million-Year Old Amber ›
- Antarctica Was a Rainforest During the Times of Dinosaurs, New ... ›
- Earth Is Hurtling Towards a Catastrophe Worse Than the Dinosaur ... ›
- Help Save the World's Last Dinosaur - EcoWatch ›
By Joe Roman and Taylor Ricketts
The COVID-19 pandemic in the United States is the deepest and longest period of malaise in a dozen years. Our colleagues at the University of Vermont have concluded this by analyzing posts on Twitter. The Vermont Complex Systems Center studies 50 million tweets a day, scoring the "happiness" of people's words to monitor the national mood. That mood today is at its lowest point since 2008 when they started this project.
The Hedonometer measures happiness through analysis of key words on Twitter, which is now used by one in five Americans. This chart covers 18 months from early 2019 to July 2020, showing major dips in 2020. hedonometer.org<p>These same tweets also indicate a potential salve. Before pandemic lockdowns began, doctoral student <a href="https://scholar.google.com/citations?user=0P0ZYbIAAAAJ&hl=en" target="_blank">Aaron Schwartz</a> <a href="https://doi.org/10.1002/pan3.10045" target="_blank">compared tweets before, during, and after visits to 150 parks, playgrounds and plazas</a> in San Francisco. He found that park visits corresponded with a spike in happiness, followed by an afterglow lasting up to four hours.</p><p>Tweets from parks contained fewer negative words such as "no," "not" and "can't," and fewer first-person pronouns like "I" and "me." It seems that nature makes people more positive and less self-obsessed.</p><p>Parks keep people happy in times of global crisis, economic shutdown and public anger. Research has also shown that transmission rates for COVID-19 are <a href="https://www.sfchronicle.com/news/article/Is-risk-of-coronavirus-transmission-lower-15287602.php" target="_blank">much lower outdoors than inside</a>. As scholars who study <a href="https://scholar.google.com/citations?user=yFzb2EUAAAAJ&hl=en" target="_blank">conservation</a> and how nature <a href="https://scholar.google.com/citations?user=CCnUeN8AAAAJ&hl=en" target="_blank">contributes to human well-being</a>, we see opening up parks and creating new ones as a straightforward remedy for Americans' current blues.</p>
Park Visits Are Up During the Pandemic<p>According to the Hedonometer, sentiments expressed online started trending lower in mid-March as the impacts of the pandemic became clear. As lockdowns continued, they registered the lowest sentiment scores on record. Then in late May, effects from George Floyd's death in police custody and the following protests and police response once again could be seen on Twitter. May 31, 2020 was the saddest day of the project.</p><p>Recent surveys of park visitors around the University of Vermont have shown people <a href="https://osf.io/preprints/socarxiv/sd3h6" target="_blank">using green spaces more</a> since COVID-19 lockdowns began. Many people reported that parks were highly important to their well-being during the pandemic.</p>
<div id="4c7e4" class="rm-shortcode" data-rm-shortcode-id="bc0ac146ab2a94228f32d973fc2ab272"><blockquote class="twitter-tweet twitter-custom-tweet" data-twitter-tweet-id="1289428912879964160" data-partner="rebelmouse"><div style="margin:1em 0">#Goldengatepark #sf #quarantinemood https://t.co/9l3ufnbkt6</div> — Suvd (@Suvd)<a href="https://twitter.com/Suvd19486406/statuses/1289428912879964160">1596258783.0</a></blockquote></div><p>The powerful effects of nature are strongest in large parks with more trees, but smaller neighborhood parks also provide a significant boost. Their impact on happiness is real, measurable and lasting.</p><p>Twitter records show that parks increase happiness to a level similar to the bounce at Christmas, which typically is the happiest day of the year. Schwartz has since expanded his <a href="https://arxiv.org/pdf/2006.10658.pdf" target="_blank">Twitter study</a> to the 25 largest cities in the U.S. and found this bounce everywhere.</p><p>Parks and public spaces won't cure COVID-19 or stop police brutality, but they are far more than playgrounds. There is growing evidence that parks contribute to mental and physical health in a range of communities.</p><p>In a 2015 study, for example, Stanford researchers sent people out for one of two walks: through a local park or on a busy street. Those who walked in nature showed <a href="https://doi.org/10.1016/j.landurbplan.2015.02.005" target="_blank">improved moods and better memory performance</a> compared to the urban group. And a team led by <a href="https://penniur.upenn.edu/people/eugenia-gina-south" target="_blank">Gina South</a> of the University of Pennsylvania showed in a 2018 study that greening and cleaning up blighted vacant lots in Philadelphia <a href="http://dx.doi.org/10.1001/jamanetworkopen.2018.0298" target="_blank">reduced local residents' feelings of depression, worthlessness and poor mental health</a>.</p>
Creative Strategies<p>It isn't easy to create new parks on the scale of San Francisco's Golden Gate Park or the Washington Mall, but smaller projects can expand outdoor space. Options include greening vacant lots, closing streets and investing in existing parks to make them safer, greener and shadier and support wildlife.</p><p>These initiatives don't have to be capital-intensive. In the University of Pennsylvania study, for example, renovating a vacant lot by removing trash, planting grass and trees and installing a low fence cost only about US$1,600.</p><p>Urban green space is most needed in neighborhoods that have lacked funding for parks, especially given <a href="https://www.nytimes.com/2020/04/08/nyregion/coronavirus-race-deaths.html" target="_blank">COVID-19's disproportionate impact on Black and Latinx people</a>.</p><p>Cities can also create parklike spaces by <a href="https://theconversation.com/with-fewer-cars-on-us-streets-now-is-the-time-to-reinvent-roadways-and-how-we-use-them-140408" target="_blank">closing streets to cars</a>. Many cities worldwide are currently retooling their transportation systems for the post-COVID-19 world in order to <a href="https://thecityfix.com/blog/bicycles-slower-speeds-livable-city-paris-mayor-anne-hidalgo-plans-ambitious-second-term-dario-hidalgo/" target="_blank">reallocate public space</a>, widen sidewalks and make more space for nature.</p><p>Urban designers, artists, ecologists and other citizens can play a direct role, too, creating pop-up parks and green spaces. Some advocates <a href="https://www.bloomberg.com/news/articles/2017-09-15/a-brief-history-of-park-ing-day" target="_blank">transform parking spaces into mini-parks</a> with grass, potted trees and seating for just the time on the meter, to make a larger point about turning so much public space over to cars.</p><p>Or cities can invest a little more. Minneapolis, Cincinnati and Arlington, Virginia, have won <a href="https://www.tpl.org/parkscore" target="_blank">national recognition</a> for their ambitious investments in public park systems. These areas could serve as models for neighborhoods that lack access to parks.</p>
<div id="25fd0" class="rm-shortcode" data-rm-shortcode-id="383f0d2df0237e9359c30dcce6cd6c42"><blockquote class="twitter-tweet twitter-custom-tweet" data-twitter-tweet-id="1276558744835379201" data-partner="rebelmouse"><div style="margin:1em 0">Looking to safely get outside? Check out the best parks for social distancing in this year's top ten ParkScore citi… https://t.co/HJjEtDsrTD</div> — The Trust for Public Land (@The Trust for Public Land)<a href="https://twitter.com/tpl_org/statuses/1276558744835379201">1593190296.0</a></blockquote></div>
A New Park Deal?<p>The United States has historically driven economic recovery with major infrastructure investments, like the New Deal in the 1930s and the 2009 <a href="https://www.investopedia.com/terms/a/american-recovery-and-reinvestment-act.asp" target="_blank">American Reinvestment and Recovery Act</a>. Such investments could easily include nature-positive spaces.</p><p>Parks are not panaceas, as evidenced by the widely publicized <a href="https://www.nytimes.com/2020/07/06/nyregion/amy-cooper-false-report-charge.html" target="_blank">racist confrontation between a white woman and a Black birder</a> in New York's Central Park in early July. But Hedonometer data add to a <a href="https://advances.sciencemag.org/content/5/7/eaax0903?utm_source=miragenews&utm_medium=miragenews&utm_campaign=news" target="_blank">growing body of evidence</a> that they provide <a href="https://doi.org/10.1073/pnas.1807504116" target="_blank">clear mental health benefits</a>. Creating and expanding parks also <a href="https://www.nrpa.org/contentassets/f568e0ca499743a08148e3593c860fc5/economic-impact-study-summary.pdf" target="_blank">generates jobs and economic activity</a>, with much of the money spent locally.</p><p>We believe investments in nature are well worth it, offering both short-term solace in difficult times and long-term benefits to health, economies and communities.</p>
- Growing Up Near Nature Is Good for Your Adult Mental Health, New ... ›
- Doctors Prescribe Spending Time In Parks - EcoWatch ›
- This Is the Best Type of Green Space for Your Mental Health ... ›
New York State Attorney General Letitia James announced Thursday that she will attempt to dismantle the National Rifle Association (NRA), arguing that years of corruption and mismanagement warrant the dissolution of the activist organization, as CNN reported.
<div id="7eb49" class="rm-shortcode" data-rm-shortcode-id="83819841e380a7072ec66d3186c160e8"><blockquote class="twitter-tweet twitter-custom-tweet" data-twitter-tweet-id="1291705003984510977" data-partner="rebelmouse"><div style="margin:1em 0">🚨RESPONSE to #Mauritius #OILSpill 🚨 “Once again we see the risks in oil: aggravating the #ClimateCrisis, as well as… https://t.co/PBLioZat6X</div> — Greenpeace Africa (@Greenpeace Africa)<a href="https://twitter.com/Greenpeaceafric/statuses/1291705003984510977">1596801446.0</a></blockquote></div><p>"There is no guaranteed safe way to extract, transport and store fossil fuel products. This oil leak is not a twist of fate, but the choice of our twisted addiction to fossil fuels. We must react by accelerating our withdrawal from fossil fuels," Greenpeace Africa Senior Climate and Energy Campaign Manager Happy Khambule said in a <a href="https://www.greenpeace.org/africa/en/press/11864/greenpeace-africa-response-to-mauritius-oil-spill/?utm_campaign=oil&utm_source=t.co&utm_medium=post&utm_content=single-image&utm_term=mauritius-oil-spill-reactive" target="_blank">statement Friday</a>. "Once again we see the risks in oil: aggravating the <a href="https://www.ecowatch.com/tag/climate-crisis" target="_self">climate crisis</a>, as well as devastating oceans and <a href="https://www.ecowatch.com/tag/biodiversity" target="_self">biodiversity</a> and threatening local livelihoods around some of Africa's most precious lagoons."</p>
- Which Country Will Be First to Go Completely Underwater Due to ... ›
- Overfishing Starts Here - EcoWatch ›
By Gianna-Carina Grün
While the first countries are easing their lockdowns, others are reporting more and more new cases every day. Data for the global picture shows the pandemic is far from over. DW has the latest statistics.
What's the Current Global Trend?<p>The goal for all countries is to make it to the blue part of the chart and stay there. Countries and territories in this section reported zero new cases both this week (past seven days) and the week before.</p><p>Currently, that is the case for 14 out of 209 countries and territories. </p>
How Has the Covid-19 Trend Evolved Over the Past Weeks?<p>The situation has improved slightly: 87 countries report more cases this week than last week. </p>
- Coronavirus Has Infected More Than 60,000 Worldwide, New ... ›
- Apple Fire Forces 7,800 to Seek Shelter in Coronavirus-Ravaged ... ›
- CDC Expands List of Those With Higher COVID-19 Risks - EcoWatch ›
- The South Isn't Prepared for a COVID-19 Surge - EcoWatch ›
- Until Teachers Feel Safe, Widespread In-Person K-12 Schooling ... ›
- Teens and Tweens Are Fastest COVID-19 Spreaders, New Study ... ›
- How Other Countries Reopened Schools During the Pandemic ... ›
- Young Children May Have Higher Coronavirus Levels, Raising ... ›
- COVID-19: What Experts Think About Reopening Schools - EcoWatch ›