Inversion polymorphisms are responsible for many ecologically important phenotypes, and are often found under balancing selection. However, the same features that ensure their large role in local adaptation-especially reduced recombination between alternate arrangements-mean that uncovering the precise loci within inversions that control these phenotypes is unachievable using standard mapping approaches. Here we take advantage of long-term balancing selection on a pair of inversions in the mosquito Anopheles gambiae to map desiccation tolerance via pool-GWAS.Two polymorphic inversions on chromosome 2 of this species (denoted 2La and 2Rb) are associated with arid and hot conditions in Africa, and are maintained in spatially and temporally heterogeneous environments. After measuring thousands of wild-caught individuals for survival under desiccation stress, we used phenotypically extreme individuals homozygous for alternative arrangements at the 2La inversion to construct pools for whole-genome sequencing. Genome-wide association mapping using these pools revealed dozens of significant SNPs within both 2La and 2Rb, many of which neighbored genes controlling ion channels or related functions. Our results ¶ Author Contributions: DA, MWH and NJB designed the research; DA led the phenotypic analysis, including field collections, desiccation testing, survivorship and body mass determination, molecular karyotyping, species delimitation, and modeling to select phenotypically extreme mosquitoes for Pool-Seq, with assistance from MC and CF and logistical support from IM, CC, and NJB; SZ led the computational analysis including read mapping, SNP calling, and association mapping, supported by MWH. SZ, DA, MWH and NJB wrote the paper. point to the promise of similar approaches in systems with inversions maintained by balancing selection, and provide a list of candidate genes underlying the specific phenotypes controlled by the two inversions studied here.