Developing a unified chlorophyll-a (Chla) inversion algorithm for cross-water types is significant challenge owing to the insufficiency of input features and training samples. Although machine learning algorithms can build consistent model different trophic waters, accuracy dependent on quality extended features. Here, we designed novel hybrid framework called CHLNET, which combines one-dimensi...

introduction anterior talofibular ligament (atfl) rupture is the most commonly injured anatomic structure in lateral ankle sprain. in some cases, atfl avulsion fracture from the lateral malleolus may occur instead of purely ligamentous injuries. the atfl avulsion fracture is detected as a small ossicle at the tip of lateral malleolus on direct radiographs, which is called os subfibulare in chro...

Hydraulic tomography is an emerging field and modeling method that provides a continuous hydraulic conductivity (K) distribution for an investigated region. Characterization approaches that rely on interpolation between one-dimensional (1D) profiles have limited ability to accurately identify high-K channels, juxtapositions of lenses with high K contrast, and breaches in layers or channels betw...

The COPROD2 magnetotelluric (MT) data set obtained over the North American central plains electromagnetic anomaly in the Canadian shield features a predominantly onedimensional response at periods shorter than 14 s and a predominantly two-dimensional response at longer periods (to 910 s). A subset of the COPROD2 data consisting of both strikeparallel and strike-perpendicular components of the M...

the direct way to access the petrophysical property of hydrocarbon reservoir is based on well data but due to its high cost, the seismic data has been used to obtain these parameters. for this purpose, many different methods are available and each has its own advantages and limitations. from these methods the seismic inversion is the best tool to study the reservoir characterization. the outcom...

an experimental study of the phase inversion behavior of liquid-liquid dispersion has been conducted in a spray extraction column for systems of toluene / water, n-hexane/water, ccl4/water, toluene /water + glycerol (25 % wt), toluene + ccl4 (25 % wt) / water and toluene / acetic acid (5 % wt)/water. the effects of physical properties, mass transfer and column geometry on phase inversion have b...

................................................................................................................................... 2 Summary of Past Accomplishments ........................................................................................ 3 Local-Scale Model Evaluation Studies ................................................................................ 3 Studies of the Tapaj...

as a hybridization probe to screen a A ZAP library ofM. lacunaa DNA, we have isolated a cone that not only contains the entire type 4 pUin gene inversion region of M. lacunata but inverts the 2-kb regin on a plsmid subclone (pMxLl) in Escherichia coli. Deletion derivatives of pMxLl yielded some plamds that stil had the entire inversion region but were phase locked into one or the other of the t...

Building realistic and reliable models of the subsurface is primary goal seismic imaging. We have constructed an ensemble convolutional neural networks (CNNs) to build velocity directly from data. Most other approaches attempt map full data into 2D labels. exploit regularity acquisition train CNNs gathers neighboring common midpoints (CMPs) vertical 1D logs. This allows us integrate well-log in...