The Soil Moisture Active Passive Experiments (SMAPEx): Towards Soil Moisture Retrieval from the SMAP Mission
نویسندگان
چکیده
21 NASA's Soil Moisture Active Passive (SMAP) mission will carry the first combined spaceborne L-22 band radiometer and Synthetic Aperture Radar (SAR) system with the objective of mapping near-23 surface soil moisture and freeze/thaw state globally every 2-3 days. SMAP will provide three soil 24 moisture products; (i) high-resolution from radar (~3km), (ii) low-resolution from radiometer 25 (~36km), and (iii) intermediate-resolution from the fusion of radar and radiometer (~9km). The Soil 26 Moisture Active Passive Experiments (SMAPEx) are a series of three airborne field experiments 27 designed to provide prototype SMAP data for the development and validation of soil moisture 28 retrieval algorithms applicable to the SMAP system. This paper describes the SMAPEx sampling 29 strategy and presents an overview of the data collected during the three experiments: SMAPEx-1 30 SMAPEx experiments were conducted in a semi-arid agricultural and grazing area located in 32 southeastern Australia, timed so as to acquire data over a seasonal cycle at various stages of the crop 33 growth. Airborne L-band brightness temperature (~1km) and radar backscatter (~10m) observations 34 were collected over an area the size of a single SMAP footprint (38 km × 36 km at 35° latitude) 35 with a 2-3 days revisit time, providing SMAP-like data for testing of radiometer-only, radar-only 36 and combined radiometer-radar soil moisture retrieval and downscaling algorithms. Airborne 37 observations were supported by continuous monitoring of near-surface (0-5cm) soil moisture along 38 with intensive ground monitoring of soil moisture, soil temperature, vegetation biomass and 39 structure, and surface roughness. 40
منابع مشابه
Validation of a τ-ω model with Soil Moisture Active Passive Experiment (SMAPEx) data sets in Australia
There is a strong demand for soil moisture information in establishing efficient irrigation scheduling, climate change prediction, and sustainable land and water management. However, such data are not readily available with an appropriate accuracy or spatial and temporal resolution. Addressing the need for soil moisture at high resolution globally, the European Space Agency (ESA) has developed ...
متن کاملRetrieval of soil surface roughness from active and passive microwave observations
Spatial and temporal variation in soil moisture plays a significant role in establishing efficient irrigation scheduling, climate change prediction, and sustainable land and water management. Passive microwave remote sensing at L-band is widely recognised as the preferred technique to measure surface soil moisture globally, with spatial resolution ranging from 40-100km. However, passive microwa...
متن کاملDownscaling of coarse-resolution radiometer brightness temperature by high-resolution radar backscatter
Given the importance of soil moisture for hydrological applications, such as weather and flood forecasting, passive microwave remote sensing is a promising approach for retrieving soil moisture due to its high sensitivity to near-surface soil moisture, applicability to all weather conditions, direct relationship with the soil dielectric constant, and reduced effects from vegetation and roughnes...
متن کاملSensitivity Analysis of b-factor in Microwave Emission Model for Soil Moisture Retrieval: A Case Study for SMAP Mission
Sensitivity analysis is critically needed to better understand the microwave emission model for soil moisture retrieval using passive microwave remote sensing data. The vegetation b-factor along with vegetation water content and surface characteristics has significant impact in model prediction. This study evaluates the sensitivity of the b-factor, which is function of vegetation type. The anal...
متن کاملA Change Detection Algorithm for Retrieving High-resolution Surface Soil Moisture from Smap L-band Radar and Radiometer Observations
Soil moisture is a critical hydrological variable that links the terrestrial water, energy and carbon cycles. Global and regional observations of soil moisture are needed to estimate the water and energy fluxes at the land surface, to quantify the net carbon flux in boreal landscapes, to enhance weather and climate forecast skill and to develop improved flood prediction and drought monitoring c...
متن کامل