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Airwars, a nonprofit based in London that monitors news reports, accounts by nongovernmental organizations, social-media posts and the coalition’s own public statements. Airwars tries to triangulate these sources and grade each allegation from “fair” to “disputed.” As of October, it estimates that up to 3,000 Iraqi civilians have been killed in coalition airstrikes — six times as many as the coalition has stated in its public summaries. But Chris Woods, the organization’s director, told us that Airwars itself “may be significantly underreporting deaths in Iraq,” because the local reporting there is weaker than in other countries that Airwars monitors.

the coalition, the institution best placed to investigate civilian death claims, does not itself routinely dispatch investigators on the ground, citing access and security concerns, meaning there has not been such a rigorous ground investigation of this air war — or any American-led air campaign — since Human Rights Watch analyzed the civilian toll of the NATO bombing in Kosovo, a conflict that ended in 1999

we selected three areas in Nineveh Province, traveling to the location of every airstrike that took place during ISIS control in each — 103 sites in all. These areas encompassed the range of ISIS-controlled settlements in size and population makeup: downtown Shura, a small provincial town that was largely abandoned during periods of heavy fighting; downtown Qaiyara, a suburban municipality; and Aden, a densely packed city neighborhood in eastern Mosul. The sample would arguably provide a conservative estimate of the civilian toll: It did not include western Mosul, which may have suffered the highest number of civilian deaths in the entire war. Nor did it include any strikes conducted after December 2016, when a rule change allowed more ground commanders to call in strikes, possibly contributing to a sharp increase in the death toll.

In addition to interviewing hundreds of witnesses, we dug through the debris for bomb fragments, tracked down videos of airstrikes in the area and studied before-and-after satellite imagery. We also obtained and analyzed more than 100 coordinate sets for suspected ISIS sites passed on by intelligence informants. We then mapped each neighborhood door to door, identifying houses where ISIS members were known to have lived and locating ISIS facilities that could be considered legitimate targets. We scoured the wreckage of each strike for materials suggesting an ISIS presence, like weapons, literature and decomposed remains of fighters. We verified every allegation with local administrators, security forces or health officials

During the two years that ISIS ruled downtown Qaiyara, an area of about one square mile, there were 40 airstrikes, 13 of which killed 43 civilians — 19 men, eight women and 16 children, ages 14 or younger. In the same period, according to the Iraqi federal police, ISIS executed 18 civilians in downtown Qaiyara

in about half of the strikes that killed civilians, we could find no discernible ISIS target nearby

By the time the information made its way to the coalition and it decided to act, the mortar had been moved. Such intelligence failures suggest that not all civilian casualties are unavoidable tragedies; some deaths could be prevented if the coalition recognizes its past failures and changes its operating assumptions accordingly. But in the course of our investigation, we found that it seldom did either.

On the evening of April 20, 2015, aircraft bombed the station, causing a tremendous explosion that engulfed the street. Muthana Ahmed Tuaama, a university student, told us his brother rushed into the blaze to rescue the wounded, when a second blast shook the facility. “I found my brother at the end of the street,” he said. “I carried him.” Body parts littered the alleyway. “You see those puddles of water,” he said. “It was just like that, but full of blood.” We determined that at least 18 civilians died in this one attack and that many more were grievously wounded. News of the strike was picked up by local bloggers, national Iraqi outlets and ISIS propaganda channels and was submitted as an allegation to the coalition by Airwars. Months later, the coalition announced the results of its investigation, stating that there was “insufficient evidence to find that civilians were harmed in this strike.” Yet even a cursory internet search offers significant evidence that civilians were harmed: We found disturbingly graphic videos of the strike’s aftermath on YouTube, showing blood-soaked toddlers and children with their legs ripped off.

Human rights organizations have repeatedly found discrepancies between the dates or locations of strikes and those recorded in the logs. In one instance, the coalition deemed an allegation regarding a strike in the Al-Thani neighborhood of Tabqa, Syria, on Dec. 20, 2016, as “not credible,” explaining that the nearest airstrike was more than a kilometer away. After Human Rights Watch dispatched researchers to the ground and discovered evidence to the contrary, the coalition acknowledged the strike as its own

The most common justification the coalition gives when denying civilian casualty allegations is that it has no record of carrying out a strike at the time or area in question. If incomplete accounts like these are standard practice, it calls into question the coalition’s ability to determine whether any strike is its own. Still, even using the most conservative rubric and selecting only those 30 airstrikes the Air Force analysts classified as “probable” coalition airstrikes, we found at least 21 civilians had been killed in six strikes. Expanding to the 65 strikes that fell within 600 meters — for example, the strikes on the home of Inas Hamadi in Qaiyara and the electrical substation in Aden — pushed that figure to at least 54 killed in 15 strikes. No matter which threshold we used, though, the results from our sample were consistent: One of every five airstrikes killed a civilian

“We deeply regret this unintentional loss of life in an attempt to defeat Da’esh,” Scrocca wrote, using another term for ISIS. “We are prepared to offer you a monetary expression of our sympathy and regret for this unfortunate incident.” He invited Basim to come to Erbil to discuss the matter. Basim was the first person to receive such an offer, in Iraq or Syria, during the entire anti-ISIS war.

“This situation of war,” he continued, “big corporations are behind it.” This is where the real power lay, not with individual Americans. He’d come to believe that his family, along with all Iraqis, had been caught in the grinder of grand forces like oil and empire, and that the only refuge lay in something even grander: faith. He had rediscovered his religion. “There was some bond that grew between me and my God. I thanked him for keeping my son alive. I thanked him that my operation was successful. Now I can walk.”

ISIS appears to have attracted much more support from water-deprived communities than from their better-resourced peers

Hussein torched some of southern Iraq’s most bountiful date plantations for fear that Iranian saboteurs might use them as cover to attack oil facilities around Basra. Where once 12 million palm trees stood, there’s now just miles of dusty scrubland laced with oil spills

Some 39 percent of those polled in Salahaddin cited drought as a reason for their displacement. Studies from neighboring Syria, large parts of which enjoy similar conditions to northern and western Iraq, suggest that anthropogenic climate change has tripled the probability of long, debilitating droughts.

water was becoming a resource that in some parts of Iraq only wealthier landowners could afford

By 2011, much of the Iraqi countryside was in desperate financial straits. Some 39 percent of people in rural areas were living in poverty, according to the World Bank. That’s two and a half times the country’s urban rate. Almost half lacked safe drinking water. The problems were so devastating in 2012-13 that tens of thousands of villagers ditched their fields altogether, preferring to try their luck in the slum districts of nearby cities instead.

Years of below average rains in the Kurdish region and Nineveh governorate, the only parts of Iraq where rain-fed agriculture was historically possible, had increased the country’s dependence on the Euphrates and Tigris, the Fertile Crescent’s two great rivers. At the same time, upstream Turkey and Iran were relentlessly damming them and their tributaries. Turkey has built over 600 large dams, including dozens of major ones near the Iraqi and Syrian borders. The Tigris and Euphrates’ combined flow in southern Iraq has subsequently shrunk so much that the Persian Gulf now barrels up to 45 miles upriver at high tide (the rivers used to project freshwater up to 3 miles out to sea).

When severe water shortages killed off countless livestock in 2011-12, jihadists descended on the animal markets to size up the frantic farmers, many of whom were trying to sell off their remaining cows and sheep before they too succumbed to drought. “They just watched us. We were like food on the table to them,”

After several years of energetic groundwater extraction near the oil refining town of Baiji, Samir Saed’s two wells ran dry in early 2014, forcing him to lay off the two young men he employed as farm laborers. Jobless and angry, he suspects they soon joined ISIS

the jihadists expertly exploited the desperation in Iraq’s agricultural heartland by rationalizing its inhabitants’ woes. They spread rumors that the Shia-dominated government was delaying crop payments and cutting off water to Sunni farmers. In fact, the lack of rain wasn’t due to climate change, but really a man-made ploy designed to drive Sunni landowners from their rich fertile fields, their emissaries suggested. Broke and unable to deal with their fast changing environment, many farmers ate it up.

The jihadists adopted scorched earth tactics as they were beaten back, laying waste to hundreds of thousands of acres of prime farmland. And so for returning farmers, climate change and shoddy governance are now among the least of their worries. ISIS fighters ripped up buried irrigation pipes to mold makeshift mortars. They poisoned wells, blew up water canals, and carted off everything that was of any value, notably generators, tractors, and water pump parts.

More or less broke after the oil price crash, the Iraqi state can’t afford to pay farmers for crops they’ve delivered to state silos, let alone cover the multi-billion dollar agricultural clean up bill

Turkey has almost finished building the Ilisu Dam, which threatens to further cut the Tigris’ flow when it comes online, probably next year. Hotter temperatures are evaporating more and more surface water—up to six feet worth in Iraq’s lakes every year, according to Nature Iraq, a local NGO. As Baghdad’s relations with the upstream Kurdish region deteriorate, farmers might once more bear the brunt of the dispute. Kurdish authorities have cut off water to mostly Arab areas on several occasions in the past

If Iraq can’t get a grip on its crumbling environment, the next war might not be far off.