<p>In this paper, we are concerned with the long time behavior and the spreading speed of a general system of species modeled by a heterogeneous reaction–diffusion system with nonlocal dispersals as follows : <Equation ID="Equ69"> <EquationSource Format="TEX">\(\begin{aligned} \left\{ \begin{array}{l} \partial _t u_1(t, x)=d_1 \mathcal {N}_1[u_1](t, x)+f_1\left( x-c t, u_1, u_2\right) \\ \partial _t u_2(t, x)=d_2 \mathcal {N}_2[u_2](t, x)+f_2\left( x-c t, u_1, u_2\right) \end{array}\right. \end{aligned}\)</EquationSource> <EquationSource Format="MATHML"><math display="block"> <mrow> <mtable> <mtr> <mtd columnalign="right"> <mfenced open="{"> <mrow> <mtable> <mtr> <mtd columnalign="left"> <mrow> <msub> <mi>∂</mi> <mi>t</mi> </msub> <msub> <mi>u</mi> <mn>1</mn> </msub> <mrow> <mo stretchy="false">(</mo> <mi>t</mi> <mo>,</mo> <mi>x</mi> <mo stretchy="false">)</mo> </mrow> <mo>=</mo> <msub> <mi>d</mi> <mn>1</mn> </msub> <msub> <mi mathvariant="script">N</mi> <mn>1</mn> </msub> <mrow> <mo stretchy="false">[</mo> <msub> <mi>u</mi> <mn>1</mn> </msub> <mo stretchy="false">]</mo> </mrow> <mrow> <mo stretchy="false">(</mo> <mi>t</mi> <mo>,</mo> <mi>x</mi> <mo stretchy="false">)</mo> </mrow> <mo>+</mo> <msub> <mi>f</mi> <mn>1</mn> </msub> <mfenced close=")" open="("> <mi>x</mi> <mo>-</mo> <mi>c</mi> <mi>t</mi> <mo>,</mo> <msub> <mi>u</mi> <mn>1</mn> </msub> <mo>,</mo> <msub> <mi>u</mi> <mn>2</mn> </msub> </mfenced> </mrow> </mtd> </mtr> <mtr> <mtd columnalign="left"> <mrow> <mrow /> <msub> <mi>∂</mi> <mi>t</mi> </msub> <msub> <mi>u</mi> <mn>2</mn> </msub> <mrow> <mo stretchy="false">(</mo> <mi>t</mi> <mo>,</mo> <mi>x</mi> <mo stretchy="false">)</mo> </mrow> <mo>=</mo> <msub> <mi>d</mi> <mn>2</mn> </msub> <msub> <mi mathvariant="script">N</mi> <mn>2</mn> </msub> <mrow> <mo stretchy="false">[</mo> <msub> <mi>u</mi> <mn>2</mn> </msub> <mo stretchy="false">]</mo> </mrow> <mrow> <mo stretchy="false">(</mo> <mi>t</mi> <mo>,</mo> <mi>x</mi> <mo stretchy="false">)</mo> </mrow> <mo>+</mo> <msub> <mi>f</mi> <mn>2</mn> </msub> <mfenced close=")" open="("> <mi>x</mi> <mo>-</mo> <mi>c</mi> <mi>t</mi> <mo>,</mo> <msub> <mi>u</mi> <mn>1</mn> </msub> <mo>,</mo> <msub> <mi>u</mi> <mn>2</mn> </msub> </mfenced> </mrow> </mtd> </mtr> </mtable> </mrow> </mfenced> </mtd> </mtr> </mtable> </mrow> </math></EquationSource> </Equation>where <InlineEquation ID="IEq1"> <EquationSource Format="TEX">\(\mathcal {N}_1[u](x, t)\)</EquationSource> <EquationSource Format="MATHML"><math> <mrow> <msub> <mi mathvariant="script">N</mi> <mn>1</mn> </msub> <mrow> <mo stretchy="false">[</mo> <mi>u</mi> <mo stretchy="false">]</mo> </mrow> <mrow> <mo stretchy="false">(</mo> <mi>x</mi> <mo>,</mo> <mi>t</mi> <mo stretchy="false">)</mo> </mrow> </mrow> </math></EquationSource> </InlineEquation> and <InlineEquation ID="IEq2"> <EquationSource Format="TEX">\(\mathcal {N}_2[v](x, t)\)</EquationSource> <EquationSource Format="MATHML"><math> <mrow> <msub> <mi mathvariant="script">N</mi> <mn>2</mn> </msub> <mrow> <mo stretchy="false">[</mo> <mi>v</mi> <mo stretchy="false">]</mo> </mrow> <mrow> <mo stretchy="false">(</mo> <mi>x</mi> <mo>,</mo> <mi>t</mi> <mo stretchy="false">)</mo> </mrow> </mrow> </math></EquationSource> </InlineEquation> stand for the spatial nonlocal dispersal of individuals and <InlineEquation ID="IEq3"> <EquationSource Format="TEX">\(c&gt;0\)</EquationSource> <EquationSource Format="MATHML"><math> <mrow> <mi>c</mi> <mo>&gt;</mo> <mn>0</mn> </mrow> </math></EquationSource> </InlineEquation> is the shifting speed. Under a subhomogeneity and some asymptotic conditions <InlineEquation ID="IEq4"> <EquationSource Format="TEX">\(f(\pm \infty ,u_1,u_2),\partial _{u_i}f_i(\pm \infty ,u_1,u_2)\)</EquationSource> <EquationSource Format="MATHML"><math> <mrow> <mi>f</mi> <mrow> <mo stretchy="false">(</mo> <mo>±</mo> <mi>∞</mi> <mo>,</mo> <msub> <mi>u</mi> <mn>1</mn> </msub> <mo>,</mo> <msub> <mi>u</mi> <mn>2</mn> </msub> <mo stretchy="false">)</mo> </mrow> <mo>,</mo> <msub> <mi>∂</mi> <msub> <mi>u</mi> <mi>i</mi> </msub> </msub> <msub> <mi>f</mi> <mi>i</mi> </msub> <mrow> <mo stretchy="false">(</mo> <mo>±</mo> <mi>∞</mi> <mo>,</mo> <msub> <mi>u</mi> <mn>1</mn> </msub> <mo>,</mo> <msub> <mi>u</mi> <mn>2</mn> </msub> <mo stretchy="false">)</mo> </mrow> </mrow> </math></EquationSource> </InlineEquation>, we first established the existence of stationary solution via Schauder fixed point theory and its uniqueness by an improvement of the sliding method for all <InlineEquation ID="IEq5"> <EquationSource Format="TEX">\(c&gt;0\)</EquationSource> <EquationSource Format="MATHML"><math> <mrow> <mi>c</mi> <mo>&gt;</mo> <mn>0</mn> </mrow> </math></EquationSource> </InlineEquation>. Later, we utilize the abstract dynamical system theory of Weinberger et al. (J Math Biol 45:183–218, 2002) and Yi and Zhao (J Funct Anal 279:108722, 2020) to prove the long-time dynamics for all <InlineEquation ID="IEq6"> <EquationSource Format="TEX">\(c&gt;0\)</EquationSource> <EquationSource Format="MATHML"><math> <mrow> <mi>c</mi> <mo>&gt;</mo> <mn>0</mn> </mrow> </math></EquationSource> </InlineEquation> and show the existence of spreading speed <InlineEquation ID="IEq7"> <EquationSource Format="TEX">\(c^*:=\max \left\{ 2 \sqrt{d_1 \cdot \partial _{u_1} f_1(+\infty , 0)}, 2 \sqrt{d_2 \cdot \partial _{u_2} f_2(+\infty , 0)}\right\} \)</EquationSource> <EquationSource Format="MATHML"><math> <mrow> <msup> <mi>c</mi> <mo>∗</mo> </msup> <mo>:</mo> <mo>=</mo> <mo movablelimits="true">max</mo> <mfenced close="}" open="{"> <mn>2</mn> <msqrt> <mrow> <msub> <mi>d</mi> <mn>1</mn> </msub> <mo>·</mo> <msub> <mi>∂</mi> <msub> <mi>u</mi> <mn>1</mn> </msub> </msub> <msub> <mi>f</mi> <mn>1</mn> </msub> <mrow> <mo stretchy="false">(</mo> <mo>+</mo> <mi>∞</mi> <mo>,</mo> <mn>0</mn> <mo stretchy="false">)</mo> </mrow> </mrow> </msqrt> <mo>,</mo> <mn>2</mn> <msqrt> <mrow> <msub> <mi>d</mi> <mn>2</mn> </msub> <mo>·</mo> <msub> <mi>∂</mi> <msub> <mi>u</mi> <mn>2</mn> </msub> </msub> <msub> <mi>f</mi> <mn>2</mn> </msub> <mrow> <mo stretchy="false">(</mo> <mo>+</mo> <mi>∞</mi> <mo>,</mo> <mn>0</mn> <mo stretchy="false">)</mo> </mrow> </mrow> </msqrt> </mfenced> </mrow> </math></EquationSource> </InlineEquation> such that the extinction holds as <InlineEquation ID="IEq8"> <EquationSource Format="TEX">\(c&lt;c^*\)</EquationSource> <EquationSource Format="MATHML"><math> <mrow> <mi>c</mi> <mo>&lt;</mo> <msup> <mi>c</mi> <mo>∗</mo> </msup> </mrow> </math></EquationSource> </InlineEquation> while propagation holds under a subhomogeneity condition. Due to the different structure of the traveling wave, our results strikingly contrast with the interesting result obtained by Fang et al. (J Math Pures Appl 147:1–28, 2021), who based on PDE approach to prove that the existence of unique forced wave holds if and only if <InlineEquation ID="IEq9"> <EquationSource Format="TEX">\(c&lt;c^*\)</EquationSource> <EquationSource Format="MATHML"><math> <mrow> <mi>c</mi> <mo>&lt;</mo> <msup> <mi>c</mi> <mo>∗</mo> </msup> </mrow> </math></EquationSource> </InlineEquation> defined in a similar manner formula for single equation. Finally, some numerical experiments have been made to illustrate our theoretical results.</p>

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Propagation dynamics for a system of species with nonlocal dispersals in deteriorated environment

  • Hoang-Hung Vo,
  • Hoang-Bao Ta,
  • Huy-Cuong Vu-Do

摘要

In this paper, we are concerned with the long time behavior and the spreading speed of a general system of species modeled by a heterogeneous reaction–diffusion system with nonlocal dispersals as follows : \(\begin{aligned} \left\{ \begin{array}{l} \partial _t u_1(t, x)=d_1 \mathcal {N}_1[u_1](t, x)+f_1\left( x-c t, u_1, u_2\right) \\ \partial _t u_2(t, x)=d_2 \mathcal {N}_2[u_2](t, x)+f_2\left( x-c t, u_1, u_2\right) \end{array}\right. \end{aligned}\) t u 1 ( t , x ) = d 1 N 1 [ u 1 ] ( t , x ) + f 1 x - c t , u 1 , u 2 t u 2 ( t , x ) = d 2 N 2 [ u 2 ] ( t , x ) + f 2 x - c t , u 1 , u 2 where \(\mathcal {N}_1[u](x, t)\) N 1 [ u ] ( x , t ) and \(\mathcal {N}_2[v](x, t)\) N 2 [ v ] ( x , t ) stand for the spatial nonlocal dispersal of individuals and \(c>0\) c > 0 is the shifting speed. Under a subhomogeneity and some asymptotic conditions \(f(\pm \infty ,u_1,u_2),\partial _{u_i}f_i(\pm \infty ,u_1,u_2)\) f ( ± , u 1 , u 2 ) , u i f i ( ± , u 1 , u 2 ) , we first established the existence of stationary solution via Schauder fixed point theory and its uniqueness by an improvement of the sliding method for all \(c>0\) c > 0 . Later, we utilize the abstract dynamical system theory of Weinberger et al. (J Math Biol 45:183–218, 2002) and Yi and Zhao (J Funct Anal 279:108722, 2020) to prove the long-time dynamics for all \(c>0\) c > 0 and show the existence of spreading speed \(c^*:=\max \left\{ 2 \sqrt{d_1 \cdot \partial _{u_1} f_1(+\infty , 0)}, 2 \sqrt{d_2 \cdot \partial _{u_2} f_2(+\infty , 0)}\right\} \) c : = max 2 d 1 · u 1 f 1 ( + , 0 ) , 2 d 2 · u 2 f 2 ( + , 0 ) such that the extinction holds as \(c<c^*\) c < c while propagation holds under a subhomogeneity condition. Due to the different structure of the traveling wave, our results strikingly contrast with the interesting result obtained by Fang et al. (J Math Pures Appl 147:1–28, 2021), who based on PDE approach to prove that the existence of unique forced wave holds if and only if \(c<c^*\) c < c defined in a similar manner formula for single equation. Finally, some numerical experiments have been made to illustrate our theoretical results.