Page 545 - Biosystems Engineering

Index 517

microarray technology, 13–16 moisture, soil, 129, 157, 177
applications, 1–2 critical water content and, 136
gene expression and, 1–2 predicting, 140
high-level analysis, 18–26 PWP and, 136
classification, 20–21 submodels, 136–137
clustering and, 18–20 molecular classification, 21
genetic network modeling, 21–26 molybdenum, 478–479
low-level analysis, 16–18 MPC. See model-based predictive
oligonucleotide arrays, high-density, control
15–16 MRA. See microbiological risk
microbiological risk assessment assessment
(MRA), 318 mRNA, 13–14
microfibril angle (MFA), 354–355, 354f multilayer perceptron (MLP) network,
MIKE SHE, 179–180 5, 11
MIKE-11, 180 multiple-input multiple-output
MIMO system. See multiple-input (MIMO) system, 35
multiple-output system multiple-input single-output (MISO)
minerals system, 35, 35f
apple uptake of, 414 multiscale systems, 34
BRs and plant, composition, multisines, 59, 60f, 62, 63
405–406 MUSLE. See modified universal soil
fruit loss equation
auxins and, 406–408, 421
BR fruitlet thinning and, N N
429–437 NAA, fruit thinning with, 430, 432,
BRs, exogenous and, 405–442 435–437
calcium chloride treatment and, nanoindentation, 360–361
438 National Flood Frequency (NFF), 188
quality and, 413 Natural Resource Conservation
retardants and effect on, 410–412, Service (NRCS), 184
421, 422t natural selection, 9
SADH treatment and, 438 near-infrared spectroscopy (NIR),
urea and, 435 362–363
materials, 215, 217 neural networks, 4–6, 31
uptake of, 413 architecture, 10
mismatch (MM) probe, 15 feedforward, 4–5, 4f, 31
MISO system. See multiple-input soil temperature model, 145–146
single-output system neural networks (NNs), 3
MLP network. See multilayer neuron, 5, 5f
perceptron network Newton’s method, 12
MM probe. See mismatch probe NEXRAD. See Next Generation Radar
model evaluation, 12–13 Next Generation Radar (NEXRAD), 98
model parameters, 57–59 NFF. See National Flood Frequency
model structure NIR. See near-infrared spectroscopy
selection, 10–11 nitrogen
system, 57 ARA production and, 454–457
model-based expression index soil, determining, 473
(MBEI), 17 nitrogen oxide (NO )
x
model-based predictive control (MPC), biodiesel emission of, 261–262, 262f
75–76, 80–81, 83–84 brake power and emission of,
discretization, 81–83 274–275, 274f
linearization, 81–83 ethanol fumigation and, 274–275, 274f
nonlinear, 83–86 NMR. See nuclear magnetic resonance
Modified Rational Method NNs. See neural networks
(MODRAT), 188 noise
modified universal soil loss equation filtering, 70, 71
(MUSLE), 175 fuzzy logic-based, 24
MODRAT. See Modified Rational multisines and, 63
Method potential causes for, 24