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1.
Risk Anal ; 2023 Sep 15.
Artículo en Inglés | MEDLINE | ID: mdl-37712296

RESUMEN

Climate change and sea-level rise (SLR) are expected to increase the frequency and intensity of coastal flood events, posing risks to coastal communities and infrastructure. While regional climate adaptation investments can provide substantive flood protection, existing plans often neglect uncertainty in future climate conditions and adaptation performance, consequently neglecting the option value of flexibly implementing proposed projects. Addressing this gap, we develop and employ a generalizable real options analysis (ROA) valuation framework that considers how uncertainty in adaptation project costs, SLR, flood severity, and flood losses inform the full range of adaptation performance outcomes. We further propose and apply a novel, computationally efficient flood loss sampling algorithm to estimate the consequences of randomly arriving coastal flood events. We apply this ROA framework to assess the option value of flexibly timing adaptation investments over time, investigating an adaptation pathway proposed by the City of Boston from the perspective of the regional transit system manager. Our results suggest that flexible implementation can provide significant option value in the near- to mid-term (>30 years), with the highest option values under low-probability, high-consequence scenarios. Our results also suggest adaptation pathway performance in the latter half of the 21st century is most sensitive to uncertainty in SLR, flood loss estimates, and flood frequency, underscoring the importance of uncertainty quantification in the long-term valuation of adaptation investments.

2.
Cell Metab ; 35(1): 166-183.e11, 2023 01 03.
Artículo en Inglés | MEDLINE | ID: mdl-36599300

RESUMEN

Microproteins (MPs) are a potentially rich source of uncharacterized metabolic regulators. Here, we use ribosome profiling (Ribo-seq) to curate 3,877 unannotated MP-encoding small ORFs (smORFs) in primary brown, white, and beige mouse adipocytes. Of these, we validated 85 MPs by proteomics, including 33 circulating MPs in mouse plasma. Analyses of MP-encoding mRNAs under different physiological conditions (high-fat diet) revealed that numerous MPs are regulated in adipose tissue in vivo and are co-expressed with established metabolic genes. Furthermore, Ribo-seq provided evidence for the translation of Gm8773, which encodes a secreted MP that is homologous to human and chicken FAM237B. Gm8773 is highly expressed in the arcuate nucleus of the hypothalamus, and intracerebroventricular administration of recombinant mFAM237B showed orexigenic activity in obese mice. Together, these data highlight the value of this adipocyte MP database in identifying MPs with roles in fundamental metabolic and physiological processes such as feeding.


Asunto(s)
Adipocitos Blancos , Tejido Adiposo Pardo , Humanos , Animales , Ratones , Adipocitos Blancos/metabolismo , Tejido Adiposo Pardo/metabolismo , Sistemas de Lectura Abierta/genética , Tejido Adiposo Blanco/metabolismo , Adipocitos Marrones/metabolismo , Micropéptidos
3.
Langmuir ; 38(43): 13065-13074, 2022 Nov 01.
Artículo en Inglés | MEDLINE | ID: mdl-36264040

RESUMEN

Bottom-up modeling of clay behavior from the molecular scale requires a detailed understanding of the free energy between pairs of clay platelets. We investigate the potential of mean force (PMF) for hydrated clays in face-to-face interactions with free energy perturbation (FEP) methods through molecular dynamics simulations using simple overlap sampling (SOS). We show that PMF results for open systems with one finite in-plane dimension are affected by migration of counterions from within the interlayer space compared with fully confined closed system conditions. We compare PMFs for two common 2:1 clay sheet minerals Illite (IMt-1) and Na-smectite. The PMFs for the open illite systems exhibit a strong attractive energy well at a basal layer separation, d = 11 Å and interlayer water content, wIL = ∼0.4% while the attractive minimum for the closed system occurs at d = 12 Å, wIL = 3.5%. In contrast, net repulsion occurs between pairs of Na-smectite platelets for both open and closed systems (for d < 15-16 Å). The free energy is closely related to the distribution of counterions; while K+ ions are bound closely to the surfaces of the illite platelets, Na+ ions are more spatially disperse. This PMF results contradict prior findings for Na-smectite and prompted further comparisons with other published results. We find that most of the published results do not represent accurately the free energy for face-face interactions between pairs of clay platelets that are effectively infinite (with width/thickness O[104]). The PMF results presented in this paper form a reliable basis for mesoscale, coarse-grained modeling of illite and smectite particle assemblies. We show that the Gay-Berne potential provides a reasonable first-order model for upscaling, while the solvation potential proposed by Masoumi enables a more accurate representation of the computed PMFs.

4.
Water Res X ; 12: 100107, 2021 Aug 01.
Artículo en Inglés | MEDLINE | ID: mdl-34345814

RESUMEN

We estimate 250 million people receive water using private pumps connected directly to intermittently pressurized distribution networks. Yet no previous studies have quantified the presumed effects of these pumps. In this paper, we investigate the effects of installing pressure-sustaining valves at consumer connections. These valves mimic pump disconnection by restricting flow. Installing these valves during the dry season at 94% of connections in an affluent neighborhood in Delhi, India, cut the prevalence of samples with turbidity > 4 NTU by two thirds. But considering the poor reputation of pumps, installed valves had surprisingly small average effects on turbidity (-8%; p<0.01) and free chlorine (+0.05 mg/L; p<0.001; N = 1,031). These effects were much smaller than the high variability in water quality supplied to both control and valve-installed neighborhoods. Site-specific responses to this variability could have confounded our results. At the study site, installed valves increased network pressure during 88% of the typical supply window; valves had a maximum pressure effect of +0.62 m (95% CI [0.54, 0.71]; a 40% increase vs. control). Further research is needed to generalize beyond our study site. Nevertheless, this paper provides unique evidence showing how the deployed valves mitigated pump effects, increased network pressure and improved water safety.

5.
Sci Total Environ ; 766: 142314, 2021 Apr 20.
Artículo en Inglés | MEDLINE | ID: mdl-33077212

RESUMEN

Collecting biofilm samples from drinking water distribution systems (DWDSs) is challenging due to limited access to the pipes during regular operations. We report here the analysis of microbial communities in biofilm and water samples collected from sensors installed in a DWDS where monochloramine is used as a residual disinfectant. A total of 52 biofilm samples and 14 bulk water samples were collected from 17 pipe sections representing different water ages. Prokaryotic genome copies (bacterial and archaeal 16S rRNA genes, Mycobacterium spp., ammonia-oxidizing bacteria (AOB), and cyanobacteria) were quantified with droplet digital PCR, which revealed the abundance of these genes in both biofilm and water samples. Prokaryotic 16S rRNA gene sequencing analysis was carried out for a subset of the samples (12 samples from four sites). Mycobacterium and AOB species were dominant in the DWDS sections with low water age and sufficient residual monochloramine, whereas Nitrospira species (nitrite-oxidizing bacteria) dominated in the sections with higher water age and depleted monochloramine level, suggesting the occurrence of nitrification in the studied DWDS. The present study provides novel information on the abundance and identity of prokaryotes in biofilms and water in a full-scale operational DWDS.


Asunto(s)
Agua Potable , Biopelículas , Nitrificación , ARN Ribosómico 16S/genética , Microbiología del Agua , Abastecimiento de Agua
6.
PLoS One ; 13(5): e0196887, 2018.
Artículo en Inglés | MEDLINE | ID: mdl-29775462

RESUMEN

Intermittent water supplies (IWS) deliver piped water to one billion people; this water is often microbially contaminated. Contaminants that accumulate while IWS are depressurized are flushed into customers' homes when these systems become pressurized. In addition, during the steady-state phase of IWS, contaminants from higher-pressure sources (e.g., sewers) may continue to intrude where pipe pressure is low. To guide the operation and improvement of IWS, this paper proposes an analytic model relating supply pressure, supply duration, leakage, and the volume of intruded, potentially-contaminated, fluids present during flushing and steady-state. The proposed model suggests that increasing the supply duration may improve water quality during the flushing phase, but decrease the subsequent steady-state water quality. As such, regulators and academics should take more care in reporting if water quality samples are taken during flushing or steady-state operational conditions. Pipe leakage increases with increased supply pressure and/or duration. We propose using an equivalent orifice area (EOA) to quantify pipe quality. This provides a more stable metric for regulators and utilities tracking pipe repairs. Finally, we show that the volume of intruded fluid decreases in proportion to reductions in EOA. The proposed relationships are applied to self-reported performance indicators for IWS serving 108 million people described in the IBNET database and in the Benchmarking and Data Book of Water Utilities in India. This application shows that current high-pressure, continuous water supply targets will require extensive EOA reductions. For example, in order to achieve national targets, utilities in India will need to reduce their EOA by a median of at least 90%.


Asunto(s)
Agua Potable/normas , Abastecimiento de Agua/normas , Biopelículas , Agua Potable/microbiología , Humanos , India , Modelos Estadísticos , Presión , Microbiología del Agua , Calidad del Agua
7.
Front Microbiol ; 8: 2036, 2017.
Artículo en Inglés | MEDLINE | ID: mdl-29097994

RESUMEN

The occurrence of pathogenic bacteria in drinking water distribution systems (DWDSs) is a major health concern, and our current understanding is mostly related to pathogenic species such as Legionella pneumophila and Mycobacterium avium but not to bacterial species closely related to them. In this study, genomic-based approaches were used to characterize pathogen-related species in relation to their abundance, diversity, potential pathogenicity, genetic exchange, and distribution across an urban drinking water system. Nine draft genomes recovered from 10 metagenomes were identified as Legionella (4 draft genomes), Mycobacterium (3 draft genomes), Parachlamydia (1 draft genome), and Leptospira (1 draft genome). The pathogenicity potential of these genomes was examined by the presence/absence of virulence machinery, including genes belonging to Type III, IV, and VII secretion systems and their effectors. Several virulence factors known to pathogenic species were detected with these retrieved draft genomes except the Leptospira-related genome. Identical clustered regularly interspaced short palindromic repeats-CRISPR-associated proteins (CRISPR-Cas) genetic signatures were observed in two draft genomes recovered at different stages of the studied system, suggesting that the spacers in CRISPR-Cas could potentially be used as a biomarker in the monitoring of Legionella related strains at an evolutionary scale of several years across different drinking water production and distribution systems. Overall, metagenomics approach was an effective and complementary tool of culturing techniques to gain insights into the pathogenic characteristics and the CRISPR-Cas signatures of pathogen-related species in DWDSs.

8.
Cell Metab ; 26(1): 212-229.e12, 2017 Jul 05.
Artículo en Inglés | MEDLINE | ID: mdl-28683288

RESUMEN

Thyroid hormones (THs) act in the brain to modulate energy balance. We show that central triiodothyronine (T3) regulates de novo lipogenesis in liver and lipid oxidation in brown adipose tissue (BAT) through the parasympathetic (PSNS) and sympathetic nervous system (SNS), respectively. Central T3 promotes hepatic lipogenesis with parallel stimulation of the thermogenic program in BAT. The action of T3 depends on AMP-activated protein kinase (AMPK)-induced regulation of two signaling pathways in the ventromedial nucleus of the hypothalamus (VMH): decreased ceramide-induced endoplasmic reticulum (ER) stress, which promotes BAT thermogenesis, and increased c-Jun N-terminal kinase (JNK) activation, which controls hepatic lipid metabolism. Of note, ablation of AMPKα1 in steroidogenic factor 1 (SF1) neurons of the VMH fully recapitulated the effect of central T3, pointing to this population in mediating the effect of central THs on metabolism. Overall, these findings uncover the underlying pathways through which central T3 modulates peripheral metabolism.


Asunto(s)
Metabolismo Energético , Hipotálamo/metabolismo , Proteína Quinasa 8 Activada por Mitógenos/metabolismo , Transducción de Señal , Hormonas Tiroideas/metabolismo , Tejido Adiposo Pardo/metabolismo , Animales , Metabolismo de los Lípidos , Hígado/metabolismo , Masculino , Ratones Endogámicos C57BL , Ratas , Ratas Sprague-Dawley , Termogénesis , Triyodotironina/metabolismo
9.
Cell Rep ; 17(2): 527-540, 2016 10 04.
Artículo en Inglés | MEDLINE | ID: mdl-27705799

RESUMEN

We recently identified human N-acetyltransferase 2 (NAT2) as an insulin resistance (IR) gene. Here, we examine the cellular mechanism linking NAT2 to IR and find that Nat1 (mouse ortholog of NAT2) is co-regulated with key mitochondrial genes. RNAi-mediated silencing of Nat1 led to mitochondrial dysfunction characterized by increased intracellular reactive oxygen species and mitochondrial fragmentation as well as decreased mitochondrial membrane potential, biogenesis, mass, cellular respiration, and ATP generation. These effects were consistent in 3T3-L1 adipocytes, C2C12 myoblasts, and in tissues from Nat1-deficient mice, including white adipose tissue, heart, and skeletal muscle. Nat1-deficient mice had changes in plasma metabolites and lipids consistent with a decreased ability to utilize fats for energy and a decrease in basal metabolic rate and exercise capacity without altered thermogenesis. Collectively, our results suggest that Nat1 deficiency results in mitochondrial dysfunction, which may constitute a mechanistic link between this gene and IR.


Asunto(s)
Arilamina N-Acetiltransferasa/genética , Resistencia a la Insulina/genética , Isoenzimas/genética , Mitocondrias/metabolismo , Condicionamiento Físico Animal , Células 3T3-L1 , Adenosina Trifosfato/biosíntesis , Adipocitos/metabolismo , Animales , Arilamina N-Acetiltransferasa/deficiencia , Arilamina N-Acetiltransferasa/metabolismo , Isoenzimas/deficiencia , Potencial de la Membrana Mitocondrial/genética , Errores Innatos del Metabolismo/genética , Errores Innatos del Metabolismo/metabolismo , Errores Innatos del Metabolismo/patología , Ratones , Mitocondrias/patología , Miocardio/metabolismo , Especies Reactivas de Oxígeno/metabolismo
10.
Nat Commun ; 6: 8951, 2015 Nov 20.
Artículo en Inglés | MEDLINE | ID: mdl-26584636

RESUMEN

Thermogenesis in brown adipose tissue (BAT) is an important component of energy expenditure in mammals. Recent studies have confirmed its presence and metabolic role in humans. Defining the physiological regulation of BAT is therefore of great importance for developing strategies to treat metabolic diseases. Here we show that the soluble form of the low-density lipoprotein receptor relative, LR11/SorLA (sLR11), suppresses thermogenesis in adipose tissue in a cell-autonomous manner. Mice lacking LR11 are protected from diet-induced obesity associated with an increased browning of white adipose tissue and hypermetabolism. Treatment of adipocytes with sLR11 inhibits thermogenesis via the bone morphogenetic protein/TGFß signalling pathway and reduces Smad phosphorylation. In addition, sLR11 levels in humans are shown to positively correlate with body mass index and adiposity. Given the need for tight regulation of a tissue with a high capacity for energy wastage, we propose that LR11 plays an energy conserving role that is exaggerated in states of obesity.


Asunto(s)
Tejido Adiposo Pardo/metabolismo , Proteínas Relacionadas con Receptor de LDL/sangre , Proteínas de Transporte de Membrana/sangre , Obesidad/metabolismo , Receptores de LDL/sangre , Termogénesis , Animales , Índice de Masa Corporal , Regulación hacia Abajo , Metabolismo Energético , Femenino , Humanos , Proteínas Relacionadas con Receptor de LDL/genética , Masculino , Proteínas de Transporte de Membrana/genética , Ratones , Ratones Endogámicos C57BL , Ratones Noqueados , Obesidad/genética , Obesidad/fisiopatología , Receptores de LDL/genética
11.
Environ Sci Technol ; 49(22): 13378-84, 2015 Nov 17.
Artículo en Inglés | MEDLINE | ID: mdl-26465822

RESUMEN

This paper presents a practical methodology for the flexible reconfiguration of existing water distribution infrastructure, which is adaptive to the water utility constraints and facilitates in operational management for pressure and water loss control. The network topology is reconfigured into a star-like topology, where the center node is a connected subset of transmission mains, that provides connection to water sources, and the nodes are the subsystems that are connected to the sources through the center node. In the proposed approach, the system is first decomposed into the main and subsystems based on graph theory methods and then the network reconfiguration problem is approximated as a single-objective linear programming problem, which is efficiently solved using a standard solver. The performance and resiliency of the original and reconfigured systems are evaluated through direct and surrogate measures. The methodology is demonstrated using two large-scale water distribution systems, showing the flexibility of the proposed approach. The results highlight the benefits and disadvantages of network decentralization.


Asunto(s)
Abastecimiento de Agua , Ciudades , Modelos Teóricos , Abastecimiento de Agua/métodos
12.
Expert Rev Neurother ; 14(9): 1007-17, 2014 Sep.
Artículo en Inglés | MEDLINE | ID: mdl-25115180

RESUMEN

Millions of people worldwide suffer from diseases that result from a failure of central pathways to regulate behavioral and physiological processes. Advances in genetics and pharmacology have already allowed us to appreciate that rather than this dysregulation being systemic throughout the brain, it is usually rooted in specific subsets of dysfunctional cells within discrete neurological circuits. This article discusses the advent of opto- and chemogenetic tools and how they are providing the means to dissect these circuits with a degree of temporal and spatial sensitivity not previously possible. We also highlight the potential applications for treating disease and the key developments likely to have the greatest impact over the next 5 years.


Asunto(s)
Luz , Red Nerviosa/metabolismo , Enfermedades del Sistema Nervioso/terapia , Neuronas/metabolismo , Animales , Humanos , Red Nerviosa/efectos de los fármacos , Enfermedades del Sistema Nervioso/metabolismo , Optogenética
13.
Langmuir ; 28(49): 16855-63, 2012 Dec 11.
Artículo en Inglés | MEDLINE | ID: mdl-23181550

RESUMEN

Smectites are an important group of clay minerals that experience swelling upon water adsorption. This paper uses molecular dynamics with the CLAYFF force field to simulate isothermal isobaric water adsorption of interlayer Wyoming Na-montmorillonite, a member of the smectite group. Nanoscale elastic properties of the clay-interlayer water system are calculated from the potential energy of the model system. The transverse isotropic symmetry of the elastic constant matrix was assessed by calculating Euclidean and Riemannian distance metrics. Simulated elastic constants of the clay mineral are compared with available results from acoustic and nanoindentation measurements.

14.
Cell ; 149(4): 871-85, 2012 May 11.
Artículo en Inglés | MEDLINE | ID: mdl-22579288

RESUMEN

Thermogenesis in brown adipose tissue (BAT) is fundamental to energy balance and is also relevant for humans. Bone morphogenetic proteins (BMPs) regulate adipogenesis, and, here, we describe a role for BMP8B in the direct regulation of thermogenesis. BMP8B is induced by nutritional and thermogenic factors in mature BAT, increasing the response to noradrenaline through enhanced p38MAPK/CREB signaling and increased lipase activity. Bmp8b(-/-) mice exhibit impaired thermogenesis and reduced metabolic rate, causing weight gain despite hypophagia. BMP8B is also expressed in the hypothalamus, and Bmp8b(-/-) mice display altered neuropeptide levels and reduced phosphorylation of AMP-activated protein kinase (AMPK), indicating an anorexigenic state. Central BMP8B treatment increased sympathetic activation of BAT, dependent on the status of AMPK in key hypothalamic nuclei. Our results indicate that BMP8B is a thermogenic protein that regulates energy balance in partnership with hypothalamic AMPK. BMP8B may offer a mechanism to specifically increase energy dissipation by BAT.


Asunto(s)
Tejido Adiposo Pardo/metabolismo , Proteínas Morfogenéticas Óseas/metabolismo , Dieta , Obesidad/metabolismo , Termogénesis , Proteínas Quinasas Activadas por AMP/metabolismo , Adipogénesis , Animales , Proteínas Morfogenéticas Óseas/genética , Metabolismo Energético , Femenino , Hipotálamo/metabolismo , Ratones , Ratones Endogámicos C57BL , Norepinefrina/metabolismo , Ratas , Ratas Sprague-Dawley
15.
Diabetes ; 61(4): 807-17, 2012 Apr.
Artículo en Inglés | MEDLINE | ID: mdl-22315316

RESUMEN

Smokers around the world commonly report increased body weight after smoking cessation as a major factor that interferes with their attempts to quit. Numerous controlled studies in both humans and rodents have reported that nicotine exerts a marked anorectic action. The effects of nicotine on energy homeostasis have been mostly pinpointed in the central nervous system, but the molecular mechanisms controlling its action are still not fully understood. The aim of this study was to investigate the effect of nicotine on hypothalamic AMP-activated protein kinase (AMPK) and its effect on energy balance. Here we demonstrate that nicotine-induced weight loss is associated with inactivation of hypothalamic AMPK, decreased orexigenic signaling in the hypothalamus, increased energy expenditure as a result of increased locomotor activity, increased thermogenesis in brown adipose tissue (BAT), and alterations in fuel substrate utilization. Conversely, nicotine withdrawal or genetic activation of hypothalamic AMPK in the ventromedial nucleus of the hypothalamus reversed nicotine-induced negative energy balance. Overall these data demonstrate that the effects of nicotine on energy balance involve specific modulation of the hypothalamic AMPK-BAT axis. These targets may be relevant for the development of new therapies for human obesity.


Asunto(s)
Proteínas Quinasas Activadas por AMP/metabolismo , Ingestión de Alimentos/efectos de los fármacos , Metabolismo Energético/efectos de los fármacos , Nicotina/farmacología , Proteínas Quinasas Activadas por AMP/genética , Tejido Adiposo Pardo/efectos de los fármacos , Tejido Adiposo Pardo/metabolismo , Animales , Apetito/efectos de los fármacos , Regulación de la Expresión Génica/efectos de los fármacos , Hipotálamo/metabolismo , Masculino , Actividad Motora/efectos de los fármacos , Neuropéptido Y/metabolismo , Proopiomelanocortina/genética , Proopiomelanocortina/metabolismo , Ratas , Ratas Sprague-Dawley , Receptores Nicotínicos/genética , Receptores Nicotínicos/metabolismo , Temazepam , Termogénesis/efectos de los fármacos
16.
J Clin Invest ; 122(3): 804-7, 2012 Mar.
Artículo en Inglés | MEDLINE | ID: mdl-22307322

RESUMEN

Thermogenesis in brown adipose tissue (BAT) is well characterized as being under the control of the sympathetic nervous system. The energy-burning capacity of BAT makes it an attractive target for anti-obesity therapies. However, previous attempts to manipulate BAT's sympathetic activation have lacked specificity. In this issue of the JCI, Bordicchia et al. provide new data indicating that cardiac natriuretic peptides (NPs) are also able to activate thermogenic machinery in adipose tissue. Their findings suggest a novel strategy to increase energy dissipation in adipose tissue, independent of adrenergic receptors.


Asunto(s)
Tejido Adiposo Pardo/metabolismo , Miocardio/metabolismo , Péptidos Natriuréticos/metabolismo , Proteínas Quinasas p38 Activadas por Mitógenos/metabolismo , Animales , Humanos , Masculino
18.
Trends Mol Med ; 17(8): 405-11, 2011 Aug.
Artículo en Inglés | MEDLINE | ID: mdl-21602104

RESUMEN

Current therapeutic strategies are proving inadequate to deal with growing obesity rates because of the inherent resistance of the human body to weight loss. The activation of human brown adipose tissue (BAT) represents an opportunity to increase energy expenditure and weight loss alongside improved lipid and glucose homeostasis. Research into the regulation of BAT has made increasing the thermogenic capacity of an individual to treat metabolic disease a plausible strategy, despite thermogenesis being under tight central nervous system control. Previous therapies targeted at the sympathetic nervous system have had deleterious effects because of a lack of organ specificity, but advances in our understanding of central BAT regulatory systems might open up better strategies to specifically stimulate BAT in obese individuals to aid weight reduction.


Asunto(s)
Tejido Adiposo Pardo/fisiología , Obesidad/terapia , Tejido Adiposo Pardo/inervación , Alostasis/fisiología , Animales , Sistema Nervioso Central/fisiología , Metabolismo Energético/fisiología , Humanos , Estado Nutricional , Sistema Nervioso Simpático/fisiología , Termogénesis/fisiología
19.
Math Biosci Eng ; 4(1): 101-12, 2007 Jan.
Artículo en Inglés | MEDLINE | ID: mdl-17658918

RESUMEN

Invasive plant populations typically consist of a large (main) focus and several smaller outlier populations. Management of the spread of invasives requires repeated control measures, constrained by limited funding and effort. Posing this as a control problem, we investigate whether it is best to apply control to the main focus, the outlier populations, or some combination of these. We first formulate and solve a discrete-time optimal control problem to determine where control is best applied over a finite time horizon. However, if limited funds are available for control, this optimal solution may not be feasible. In this case, we add an additional constraint to account for the fixed budget and solve the new optimality system. Our results have a variety of practical implications for invasive species management.


Asunto(s)
Desarrollo de la Planta , Dinámica Poblacional , Biología de Sistemas , Algoritmos , Animales , Ecología , Ambiente , Modelos Estadísticos , Modelos Teóricos , Fenómenos Fisiológicos de las Plantas , Teoría de Sistemas , Factores de Tiempo
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