diff --git a/DrissionPage/session_element.py b/DrissionPage/session_element.py
index 18a5bd8..19eb603 100644
--- a/DrissionPage/session_element.py
+++ b/DrissionPage/session_element.py
@@ -106,12 +106,20 @@ class SessionElement(DrissionElement):
             if attr == 'href':
                 # 如直接获取attr只能获取相对地址
                 link = self._inner_ele.attrs['href']
-                if link.startswith('?'):  # 避免当相对URL以?开头时requests-html丢失参数的bug
+                if link.startswith(('javascript:', 'mailto:')):
+                    return link
+                elif link.startswith('#'):
+                    if '#' in self.inner_ele.url:
+                        return re.sub(r'#.*', link, self.inner_ele.url)
+                    else:
+                        return f'{self.inner_ele.url}{link}'
+                elif link.startswith('?'):  # 避免当相对URL以?开头时requests-html丢失参数的bug
                     if '?' in self.inner_ele.url:
                         return re.sub(r'\?.*', link, self.inner_ele.url)
                     else:
                         return f'{self.inner_ele.url}{link}'
                 else:
+                    self._inner_ele.skip_anchors = False
                     for link in self._inner_ele.absolute_links:
                         return link
             elif attr == 'src':