Data from the satellite-based Special Sensor Microwave Imager (SSM/I) show that the total atmospheric moisture content over oceans has increased by 0.41 kg/m 2 per decade since 1988. Results from current climate models indicate that water vapor increases of this magnitude cannot be explained by climate noise alone. In a formal detection and attribution analysis using the pooled results from 22 different climate models, the simulated ''fingerprint'' pattern of anthropogenically caused changes in water vapor is identifiable with high statistical confidence in the SSM/I data. Experiments in which forcing factors are varied individually suggest that this fingerprint ''match'' is primarily due to humancaused increases in greenhouse gases and not to solar forcing or recovery from the eruption of Mount Pinatubo. Our findings provide preliminary evidence of an emerging anthropogenic signal in the moisture content of earth's atmosphere.climate change ͉ climate modeling ͉ detection and attribution ͉ water vapor '' F ingerprint'' studies, which seek to identify the causes of recent climate change, involve rigorous statistical comparisons of modeled and observed climate change patterns (1). Such work has been influential in shaping the ''discernible human influence'' conclusions of national and international scientific assessments (2-4). Most fingerprint studies have focused on temperature changes at the earth's surface (5, 6), in the free atmosphere (7,8), or in the oceans (9), or have considered variables whose behavior is directly related to changes in atmospheric temperature (10).Despite a growing body of empirical evidence documenting increases in moisture-related variables (11,12), and climate model evidence of a number of robust hydrological responses to global warming (13,14), there have been no formal fingerprint studies involving changes in the total amount of atmospheric water vapor, W. Other aspects of moisture changes have received attention in recent fingerprint work, with identification of an anthropogenic signal in observed records of continental river runoff (15), zonal mean rainfall (16), and surface specific humidity (17).Warming induced by human-caused changes in well mixed greenhouse gases (GHGs) should increase W (11,12). Under the assumption that relative humidity remains approximately constant, for which there is considerable empirical support (13,18,19), the increase in W is estimated to be Ϸ6.0-7.5% per degree Celsius warming of the lower troposphere (13, 18). The observed increase in W over the global ocean, as inferred since late 1987 from microwave radiometry measurements made with the satellite-borne Special Sensor Microwave Imager (SSM/I), is broadly consistent with theory (12,18,20).
Observational and Model DataThe SSM/I atmospheric moisture retrievals are based on measurements of microwave emissions from the 22-GHz water vapor absorption line. The distinctive shape of this line provides robust retrievals that are less problematic than other types of satellite measurement. For example, the si...